{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.12.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[],"dockerImageVersionId":28755,"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 0: Data Audit","metadata":{}},{"cell_type":"markdown","source":"## Setup: Imports aur paths","metadata":{}},{"cell_type":"code","source":"import os\nimport pandas as pd\nimport numpy as np\nimport pydicom\nimport matplotlib.pyplot as plt\n\n# Kaggle input path\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\n\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\nprint(\"Setup done. Checking files exist:\")\nprint(os.path.exists(TRAIN_CSV), os.path.exists(TRAIN_SERIES_CSV), os.path.exists(TRAIN_SERIES_DIR))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:00.574322Z","iopub.execute_input":"2026-09-16T09:48:00.575195Z","iopub.status.idle":"2026-09-16T09:48:01.571745Z","shell.execute_reply.started":"2026-09-16T09:48:00.575163Z","shell.execute_reply":"2026-09-16T09:48:01.571109Z"}},"outputs":[{"name":"stdout","text":"Setup done. Checking files exist:\nTrue True True\n","output_type":"stream"}],"execution_count":3},{"cell_type":"markdown","source":"## Step 1 — Gold labels vs. report-only studies","metadata":{}},{"cell_type":"code","source":"train_df = pd.read_csv(TRAIN_CSV)\n\nprint(f\"Total training studies: {len(train_df)}\")\nprint(f\"Columns: {list(train_df.columns)}\\n\")\n\n# A study counts as \"gold\" when all 12 label columns are non-null\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\nhas_no_labels = train_df[LABEL_COLS].isna().all(axis=1)\nhas_partial_labels = ~has_all_labels & ~has_no_labels\n\nprint(f\"Gold-labeled studies (all 12 labels present): {has_all_labels.sum()}\")\nprint(f\"Report-only studies (no labels at all): {has_no_labels.sum()}\")\nprint(f\"Partial-label studies (some labels missing): {has_partial_labels.sum()}\")\nprint(f\"\\nGold percentage of total: {has_all_labels.sum() / len(train_df) * 100:.2f}%\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:01.57316Z","iopub.execute_input":"2026-09-16T09:48:01.573529Z","iopub.status.idle":"2026-09-16T09:48:01.722335Z","shell.execute_reply.started":"2026-09-16T09:48:01.573506Z","shell.execute_reply":"2026-09-16T09:48:01.721625Z"}},"outputs":[{"name":"stdout","text":"Total training studies: 4407\nColumns: ['StudyInstanceUID', 'Report', 'ACL', 'MCL', 'Medial Meniscus', 'Lateral Meniscus', 'Medial OA', 'Lateral OA', 'PF OA', 'Effusion', 'Synovitis', \"Baker's\", 'Contusion', 'Fracture']\n\nGold-labeled studies (all 12 labels present): 58\nReport-only studies (no labels at all): 4349\nPartial-label studies (some labels missing): 0\n\nGold percentage of total: 1.32%\n","output_type":"stream"}],"execution_count":4},{"cell_type":"markdown","source":"## Step 2 — Per-label positive rate (class imbalance check)","metadata":{}},{"cell_type":"code","source":"gold_df = train_df[has_all_labels].copy()\n\npositive_rates = gold_df[LABEL_COLS].mean().sort_values(ascending=False)\npositive_counts = gold_df[LABEL_COLS].sum().astype(int)\n\nsummary = pd.DataFrame({\n    \"positive_count\": positive_counts,\n    \"positive_rate\": positive_rates.round(3),\n    \"total_gold_studies\": len(gold_df)\n}).sort_values(\"positive_rate\", ascending=False)\n\nprint(summary)\n\nfig, ax = plt.subplots(figsize=(10, 5))\nsummary[\"positive_rate\"].plot(kind=\"bar\", ax=ax)\nax.set_ylabel(\"Positive rate\")\nax.set_title(\"Per-label positive rate (gold-labeled studies only)\")\nplt.xticks(rotation=45, ha=\"right\")\nplt.tight_layout()\nplt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:01.723405Z","iopub.execute_input":"2026-09-16T09:48:01.723747Z","iopub.status.idle":"2026-09-16T09:48:02.020983Z","shell.execute_reply.started":"2026-09-16T09:48:01.723722Z","shell.execute_reply":"2026-09-16T09:48:02.020313Z"}},"outputs":[{"name":"stdout","text":"                  positive_count  positive_rate  total_gold_studies\nEffusion                      35          0.603                  58\nSynovitis                     27          0.466                  58\nMedial Meniscus               26          0.448                  58\nACL                           24          0.414                  58\nLateral Meniscus              23          0.397                  58\nPF OA                         21          0.362                  58\nContusion                     19          0.328                  58\nFracture                      18          0.310                  58\nMedial OA                     15          0.259                  58\nBaker's                       12          0.207                  58\nLateral OA                    11          0.190                  58\nMCL                            9          0.155                  58\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x500 with 1 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":5},{"cell_type":"markdown","source":"## Step 3 — Series-level metadata: plane and sequence distribution","metadata":{}},{"cell_type":"code","source":"series_df = pd.read_csv(TRAIN_SERIES_CSV)\n\nprint(f\"Total series: {len(series_df)}\")\nprint(f\"Total unique studies with series info: {series_df['StudyInstanceUID'].nunique()}\\n\")\n\nprint(\"Anatomical plane distribution:\")\nprint(series_df[\"Anatomical_Plane\"].value_counts(), \"\\n\")\n\nprint(\"Fluid-sensitive distribution:\")\nprint(series_df[\"Fluid_Sensitive\"].value_counts(), \"\\n\")\n\nprint(\"Fat-suppression distribution:\")\nprint(series_df[\"Fat_Suppression\"].value_counts(), \"\\n\")\n\nprint(\"Plane x Fluid-sensitive combo counts:\")\nprint(series_df.groupby([\"Anatomical_Plane\", \"Fluid_Sensitive\"]).size(), \"\\n\")\n\nseries_per_study = series_df.groupby(\"StudyInstanceUID\").size()\nprint(f\"Series per study — mean: {series_per_study.mean():.2f}, median: {series_per_study.median()}, \"\n      f\"min: {series_per_study.min()}, max: {series_per_study.max()}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:02.02258Z","iopub.execute_input":"2026-09-16T09:48:02.02288Z","iopub.status.idle":"2026-09-16T09:48:02.135088Z","shell.execute_reply.started":"2026-09-16T09:48:02.022856Z","shell.execute_reply":"2026-09-16T09:48:02.134339Z"}},"outputs":[{"name":"stdout","text":"Total series: 24371\nTotal unique studies with series info: 4407\n\nAnatomical plane distribution:\nAnatomical_Plane\nSagittal    9864\nCoronal     8609\nAxial       5898\nName: count, dtype: int64 \n\nFluid-sensitive distribution:\nFluid_Sensitive\n1    14010\n0    10361\nName: count, dtype: int64 \n\nFat-suppression distribution:\nFat_Suppression\n1    14010\n0    10361\nName: count, dtype: int64 \n\nPlane x Fluid-sensitive combo counts:\nAnatomical_Plane  Fluid_Sensitive\nAxial             0                  1179\n                  1                  4719\nCoronal           0                  3985\n                  1                  4624\nSagittal          0                  5197\n                  1                  4667\ndtype: int64 \n\nSeries per study — mean: 5.53, median: 5.0, min: 3, max: 14\n","output_type":"stream"}],"execution_count":6},{"cell_type":"markdown","source":"## Step 4 — Slice count distribution per series","metadata":{}},{"cell_type":"code","source":"# Test on a small sample first — 200 random series\nSAMPLE_SIZE = 200\nsample_series = series_df.sample(n=min(SAMPLE_SIZE, len(series_df)), random_state=42)\n\nslice_counts = []\nfor _, row in sample_series.iterrows():\n    series_path = os.path.join(TRAIN_SERIES_DIR, row[\"StudyInstanceUID\"], row[\"SeriesInstanceUID\"])\n    if os.path.isdir(series_path):\n        n_slices = len([f for f in os.listdir(series_path) if f.endswith(\".dcm\")])\n        slice_counts.append(n_slices)\n\nslice_counts = np.array(slice_counts)\nprint(f\"Sample size: {len(slice_counts)}\")\nprint(f\"Slice count — mean: {slice_counts.mean():.1f}, median: {np.median(slice_counts):.0f}, \"\n      f\"min: {slice_counts.min()}, max: {slice_counts.max()}\")\nprint(f\"95th percentile: {np.percentile(slice_counts, 95):.0f}\")\n\nplt.figure(figsize=(8, 4))\nplt.hist(slice_counts, bins=30)\nplt.xlabel(\"Slices per series\")\nplt.ylabel(\"Count\")\nplt.title(\"Slice count distribution (sample)\")\nplt.tight_layout()\nplt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:02.136057Z","iopub.execute_input":"2026-09-16T09:48:02.136344Z","iopub.status.idle":"2026-09-16T09:48:03.394965Z","shell.execute_reply.started":"2026-09-16T09:48:02.13632Z","shell.execute_reply":"2026-09-16T09:48:03.393987Z"}},"outputs":[{"name":"stdout","text":"Sample size: 200\nSlice count — mean: 34.8, median: 30, min: 11, max: 320\n95th percentile: 47\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"<Figure size 800x400 with 1 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":7},{"cell_type":"markdown","source":"## Step 5 — DICOM transfer syntax check","metadata":{}},{"cell_type":"code","source":"transfer_syntaxes = {}\nread_errors = []\n\nfor _, row in sample_series.iterrows():\n    series_path = os.path.join(TRAIN_SERIES_DIR, row[\"StudyInstanceUID\"], row[\"SeriesInstanceUID\"])\n    if not os.path.isdir(series_path):\n        continue\n    dcm_files = [f for f in os.listdir(series_path) if f.endswith(\".dcm\")]\n    if not dcm_files:\n        continue\n    sample_file = os.path.join(series_path, dcm_files[0])\n    try:\n        ds = pydicom.dcmread(sample_file)\n        ts = str(ds.file_meta.TransferSyntaxUID) if hasattr(ds, \"file_meta\") else \"unknown\"\n        transfer_syntaxes[ts] = transfer_syntaxes.get(ts, 0) + 1\n        # Actually decode the pixel array — this is the real test\n        _ = ds.pixel_array\n    except Exception as e:\n        read_errors.append((sample_file, str(e)))\n\nprint(\"Transfer syntax counts (sample):\")\nfor ts, count in transfer_syntaxes.items():\n    print(f\"  {ts}: {count}\")\n\nprint(f\"\\nRead/decode errors: {len(read_errors)}\")\nfor f, err in read_errors[:5]:\n    print(f\"  {f}: {err}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:03.39612Z","iopub.execute_input":"2026-09-16T09:48:03.396473Z","iopub.status.idle":"2026-09-16T09:48:05.955461Z","shell.execute_reply.started":"2026-09-16T09:48:03.396437Z","shell.execute_reply":"2026-09-16T09:48:05.954692Z"}},"outputs":[{"name":"stdout","text":"Transfer syntax counts (sample):\n  1.2.840.10008.1.2.1: 200\n\nRead/decode errors: 0\n","output_type":"stream"}],"execution_count":8},{"cell_type":"markdown","source":"## Step 6 — Report language distribution","metadata":{}},{"cell_type":"code","source":"!pip install langdetect --quiet\nfrom langdetect import detect, DetectorFactory\nDetectorFactory.seed = 42\n\nreports_sample = train_df[\"Report\"].dropna().sample(n=min(300, train_df[\"Report\"].notna().sum()), random_state=42)\n\nlanguages = []\nfor text in reports_sample:\n    try:\n        languages.append(detect(text))\n    except Exception:\n        languages.append(\"unknown\")\n\nlang_counts = pd.Series(languages).value_counts()\nprint(\"Detected report languages (sample of 300):\")\nprint(lang_counts)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:05.957303Z","iopub.execute_input":"2026-09-16T09:48:05.957511Z","iopub.status.idle":"2026-09-16T09:48:14.334534Z","shell.execute_reply.started":"2026-09-16T09:48:05.957491Z","shell.execute_reply":"2026-09-16T09:48:14.333762Z"}},"outputs":[{"name":"stdout","text":"\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m981.5/981.5 kB\u001b[0m \u001b[31m34.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n  Building wheel for langdetect (setup.py) ... \u001b[?25l\u001b[?25hdone\nDetected report languages (sample of 300):\nen    98\nes    47\ntr    42\nhr    38\nbg    20\nde    18\nel    18\nnl    12\nfr     7\nName: count, dtype: int64\n","output_type":"stream"}],"execution_count":9},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 1: Label Strategy","metadata":{}},{"cell_type":"markdown","source":"## Setup","metadata":{}},{"cell_type":"code","source":"import os\nimport re\nimport pandas as pd\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\ntrain_df = pd.read_csv(TRAIN_CSV)\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\ngold_df = train_df[has_all_labels].copy()\n\nprint(f\"Gold-labeled studies: {len(gold_df)}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:14.335852Z","iopub.execute_input":"2026-09-16T09:48:14.33624Z","iopub.status.idle":"2026-09-16T09:48:14.436891Z","shell.execute_reply.started":"2026-09-16T09:48:14.336199Z","shell.execute_reply":"2026-09-16T09:48:14.435946Z"}},"outputs":[{"name":"stdout","text":"Gold-labeled studies: 58\n","output_type":"stream"}],"execution_count":10},{"cell_type":"markdown","source":"## Step 1 — Detect English-language gold studies","metadata":{}},{"cell_type":"code","source":"!pip install langdetect --quiet\nfrom langdetect import detect, DetectorFactory\nDetectorFactory.seed = 42\n\ndef safe_detect(text):\n    try:\n        return detect(text)\n    except Exception:\n        return \"unknown\"\n\ngold_df[\"detected_lang\"] = gold_df[\"Report\"].apply(safe_detect)\nprint(gold_df[\"detected_lang\"].value_counts())\n\ngold_en = gold_df[gold_df[\"detected_lang\"] == \"en\"].copy()\nprint(f\"\\nEnglish gold studies available for validation: {len(gold_en)}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:14.437924Z","iopub.execute_input":"2026-09-16T09:48:14.438366Z","iopub.status.idle":"2026-09-16T09:48:17.897294Z","shell.execute_reply.started":"2026-09-16T09:48:14.438332Z","shell.execute_reply":"2026-09-16T09:48:17.896304Z"}},"outputs":[{"name":"stdout","text":"detected_lang\nen    28\nes    10\ntr     6\nhr     4\nbg     3\nel     3\nnl     2\nde     2\nName: count, dtype: int64\n\nEnglish gold studies available for validation: 28\n","output_type":"stream"}],"execution_count":11},{"cell_type":"markdown","source":"## Step 2 —  extractor: sentence-scoped negation + normal-phrase detection","metadata":{}},{"cell_type":"code","source":"KEYWORDS = {\n    \"ACL\": [\"acl tear\", \"acl rupture\", \"acl injury\", \"acl is ruptu\",\n            \"anterior cruciate ligament tear\", \"anterior cruciate ligament rupture\",\n            \"anterior cruciate ligament injury\"],\n    \"MCL\": [\"mcl tear\", \"mcl sprain\", \"mcl injury\",\n            \"medial collateral ligament tear\", \"medial collateral ligament sprain\",\n            \"medial collateral ligament injury\"],\n    \"Medial Meniscus\": [\"medial meniscus tear\", \"medial meniscal tear\",\n                         \"tear of the medial meniscus\", \"medial meniscus is torn\",\n                         \"medial meniscus torn\"],\n    \"Lateral Meniscus\": [\"lateral meniscus tear\", \"lateral meniscal tear\",\n                          \"tear of the lateral meniscus\", \"lateral meniscus is torn\",\n                          \"lateral meniscus torn\"],\n    \"Medial OA\": [\"medial compartment osteoarthritis\", \"medial tibiofemoral osteoarthritis\",\n                  \"medial compartment osteoarthrosis\", \"medial joint space narrowing\",\n                  \"medial compartment degenerative\", \"medial compartment osteophyte\",\n                  \"medial compartment chondral\", \"medial compartment chondromalacia\",\n                  \"oa of medial compartment\"],\n    \"Lateral OA\": [\"lateral compartment osteoarthritis\", \"lateral tibiofemoral osteoarthritis\",\n                   \"lateral compartment osteoarthrosis\", \"lateral joint space narrowing\",\n                   \"lateral compartment degenerative\", \"lateral compartment osteophyte\",\n                   \"lateral compartment chondral\", \"lateral compartment chondromalacia\",\n                   \"oa of lateral compartment\"],\n    \"PF OA\": [\"patellofemoral osteoarthritis\", \"patellofemoral compartment osteoarthritis\",\n              \"patellofemoral chondrosis\", \"patellofemoral joint space narrowing\",\n              \"patellofemoral degenerative\", \"patellofemoral osteophyte\",\n              \"patellofemoral chondromalacia\"],\n    \"Effusion\": [\"joint effusion\", \"knee effusion\", \"effusion\"],\n    \"Synovitis\": [\"synovitis\", \"synovial thickening\", \"synovial hypertrophy\"],\n    \"Baker's\": [\"baker cyst\", \"baker's cyst\", \"popliteal cyst\"],\n    \"Contusion\": [\"bone contusion\", \"bone bruise\", \"osseous contusion\", \"marrow edema pattern\"],\n    \"Fracture\": [\"fracture\"],\n}\n\n# Structure name variants used to build normal-state phrases automatically\nSTRUCTURE_NAMES = {\n    \"ACL\": [\"acl\", \"anterior cruciate ligament\"],\n    \"MCL\": [\"mcl\", \"medial collateral ligament\"],\n    \"Medial Meniscus\": [\"medial meniscus\"],\n    \"Lateral Meniscus\": [\"lateral meniscus\"],\n}\n\nNORMAL_ADJECTIVES = [\"intact\", \"normal\", \"preserved\", \"unremarkable\"]\n\n\ndef build_normal_phrases():\n    normal_phrases = {}\n    for label, names in STRUCTURE_NAMES.items():\n        phrases = []\n        for name in names:\n            for adj in NORMAL_ADJECTIVES:\n                phrases.append(f\"{name} is {adj}\")\n                phrases.append(f\"{name}: {adj}\")\n                phrases.append(f\"{name} {adj}\")\n                phrases.append(f\"{name} appears {adj}\")\n        normal_phrases[label] = phrases\n    return normal_phrases\n\n\nNORMAL_PHRASES = build_normal_phrases()\n\nNEGATION_CUES = [\n    \"no\", \"no evidence of\", \"without\", \"negative for\", \"not seen\", \"no acute\",\n    \"no significant\", \"no definite\", \"absent\", \"rule out\", \"r/o\", \"unremarkable for\", \"not\"\n]\n\nNEGATION_WINDOW_WORDS = 6\nSENTENCE_SPLIT_RE = re.compile(r\"[.\\n;]+\")\n\n\ndef extract_label(report_text, phrases, normal_phrases=None):\n    \"\"\"Return 1 (positive), 0 (negative/normal), or None (no signal), scoped per sentence.\"\"\"\n    sentences = SENTENCE_SPLIT_RE.split(report_text.lower())\n\n    found_positive = False\n    found_negative = False\n\n    for sentence in sentences:\n        # Check explicit normal-state phrases first\n        if normal_phrases:\n            for np_phrase in normal_phrases:\n                if np_phrase in sentence:\n                    found_negative = True\n\n        # Check pathology keywords, with sentence-scoped negation\n        for phrase in phrases:\n            idx = sentence.find(phrase)\n            if idx != -1:\n                preceding = sentence[:idx]\n                preceding_words = preceding.split()[-NEGATION_WINDOW_WORDS:]\n                preceding_str = \" \".join(preceding_words)\n                is_negated = any(cue in preceding_str for cue in NEGATION_CUES)\n                if is_negated:\n                    found_negative = True\n                else:\n                    found_positive = True\n\n    if found_positive:\n        return 1\n    if found_negative:\n        return 0\n    return None\n\n\ndef extract_all_labels(report_text):\n    return {\n        label: extract_label(report_text, phrases, NORMAL_PHRASES.get(label))\n        for label, phrases in KEYWORDS.items()\n    }\n\n\n# Quick sanity check on the same sample report as v1\nsample_report = gold_en[\"Report\"].iloc[0]\nprint(sample_report[:400], \"...\\n\")\nprint(extract_all_labels(sample_report))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:17.901317Z","iopub.execute_input":"2026-09-16T09:48:17.901602Z","iopub.status.idle":"2026-09-16T09:48:17.920913Z","shell.execute_reply.started":"2026-09-16T09:48:17.901572Z","shell.execute_reply":"2026-09-16T09:48:17.91998Z"}},"outputs":[{"name":"stdout","text":" The study reveals normal knee joint alignment.   No fracture is seen.  \n   ACL is intact.   PCL is preserved.  \n  The MCL is intact.    Medial meniscus is not torn.  \n  The FCL, popliteus and biceps femoris tendons are preserved.       \n   Horizontal tear at anterior horn of the lateral meniscus is noted.  \n   Focal osteochondral defect at lateral patellar facet, about 8x12mm. with subchondral bo ...\n\n{'ACL': 0, 'MCL': 0, 'Medial Meniscus': None, 'Lateral Meniscus': None, 'Medial OA': None, 'Lateral OA': None, 'PF OA': None, 'Effusion': 1, 'Synovitis': 1, \"Baker's\": None, 'Contusion': None, 'Fracture': 1}\n","output_type":"stream"}],"execution_count":12},{"cell_type":"markdown","source":"## Step 3 — Run the extractor over all English gold reports","metadata":{}},{"cell_type":"code","source":"extracted = gold_en[\"Report\"].apply(extract_all_labels)\nextracted_df = pd.DataFrame(list(extracted))\nextracted_df.index = gold_en.index\nextracted_df.columns = [f\"pred_{c}\" for c in extracted_df.columns]\n\ngold_en_compare = pd.concat([gold_en[LABEL_COLS], extracted_df], axis=1)\ngold_en_compare.head()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:17.92194Z","iopub.execute_input":"2026-09-16T09:48:17.922428Z","iopub.status.idle":"2026-09-16T09:48:17.991151Z","shell.execute_reply.started":"2026-09-16T09:48:17.92226Z","shell.execute_reply":"2026-09-16T09:48:17.990613Z"}},"outputs":[{"execution_count":13,"output_type":"execute_result","data":{"text/plain":"     ACL  MCL  Medial Meniscus  Lateral Meniscus  Medial OA  Lateral OA  \\\n63   0.0  0.0              0.0               1.0        0.0         0.0   \n109  0.0  0.0              1.0               0.0        1.0         0.0   \n445  0.0  0.0              0.0               0.0        0.0         0.0   \n470  1.0  0.0              1.0               0.0        0.0         0.0   \n533  0.0  0.0              0.0               0.0        0.0         0.0   \n\n     PF OA  Effusion  Synovitis  Baker's  ...  pred_Medial Meniscus  \\\n63     1.0       0.0        1.0      0.0  ...                   NaN   \n109    1.0       0.0        1.0      0.0  ...                   NaN   \n445    0.0       1.0        0.0      0.0  ...                   NaN   \n470    0.0       0.0        0.0      0.0  ...                   NaN   \n533    0.0       1.0        1.0      0.0  ...                   NaN   \n\n     pred_Lateral Meniscus  pred_Medial OA  pred_Lateral OA  pred_PF OA  \\\n63                     NaN             NaN             None         NaN   \n109                    NaN             NaN             None         NaN   \n445                    NaN             NaN             None         NaN   \n470                    NaN             NaN             None         NaN   \n533                    NaN             NaN             None         NaN   \n\n     pred_Effusion  pred_Synovitis pred_Baker's  pred_Contusion  pred_Fracture  \n63               1             1.0          NaN             NaN            1.0  \n109              1             NaN          0.0             0.0            0.0  \n445              1             1.0          NaN             NaN            NaN  \n470              0             NaN          NaN             0.0            0.0  \n533              1             NaN          NaN             0.0            0.0  \n\n[5 rows x 24 columns]","text/html":"<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>ACL</th>\n      <th>MCL</th>\n      <th>Medial Meniscus</th>\n      <th>Lateral Meniscus</th>\n      <th>Medial OA</th>\n      <th>Lateral OA</th>\n      <th>PF OA</th>\n      <th>Effusion</th>\n      <th>Synovitis</th>\n      <th>Baker's</th>\n      <th>...</th>\n      <th>pred_Medial Meniscus</th>\n      <th>pred_Lateral Meniscus</th>\n      <th>pred_Medial OA</th>\n      <th>pred_Lateral OA</th>\n      <th>pred_PF OA</th>\n      <th>pred_Effusion</th>\n      <th>pred_Synovitis</th>\n      <th>pred_Baker's</th>\n      <th>pred_Contusion</th>\n      <th>pred_Fracture</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>63</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>NaN</td>\n      <td>1</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>109</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>NaN</td>\n      <td>1</td>\n      <td>NaN</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>445</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>NaN</td>\n      <td>1</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>470</th>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>NaN</td>\n      <td>0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>533</th>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>0.0</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>0.0</td>\n      <td>...</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>None</td>\n      <td>NaN</td>\n      <td>1</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 24 columns</p>\n</div>"},"metadata":{}}],"execution_count":13},{"cell_type":"markdown","source":"## Step 4 — Agreement rate per label","metadata":{}},{"cell_type":"code","source":"results = []\nfor label in LABEL_COLS:\n    pred_col = f\"pred_{label}\"\n    subset = gold_en_compare[gold_en_compare[pred_col].notna()]\n    n_covered = len(subset)\n    n_total = len(gold_en_compare)\n    if n_covered > 0:\n        agreement = (subset[label] == subset[pred_col]).mean()\n    else:\n        agreement = float(\"nan\")\n    results.append({\n        \"label\": label,\n        \"coverage\": f\"{n_covered}/{n_total}\",\n        \"coverage_pct\": round(n_covered / n_total * 100, 1) if n_total else 0,\n        \"agreement_rate\": round(agreement, 3) if n_covered > 0 else None,\n    })\n\nresults_df = pd.DataFrame(results).sort_values(\"agreement_rate\", ascending=False)\nprint(results_df.to_string(index=False))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:17.991969Z","iopub.execute_input":"2026-09-16T09:48:17.99288Z","iopub.status.idle":"2026-09-16T09:48:18.009646Z","shell.execute_reply.started":"2026-09-16T09:48:17.992841Z","shell.execute_reply":"2026-09-16T09:48:18.008854Z"}},"outputs":[{"name":"stdout","text":"           label coverage  coverage_pct  agreement_rate\n             ACL    11/28          39.3           1.000\n             MCL     5/28          17.9           1.000\nLateral Meniscus     8/28          28.6           1.000\n       Medial OA     1/28           3.6           1.000\n        Fracture    14/28          50.0           0.929\n Medial Meniscus     6/28          21.4           0.833\n         Baker's    11/28          39.3           0.818\n       Contusion    14/28          50.0           0.786\n        Effusion    28/28         100.0           0.714\n       Synovitis     8/28          28.6           0.625\n           PF OA     1/28           3.6           0.000\n      Lateral OA     0/28           0.0             NaN\n","output_type":"stream"}],"execution_count":14},{"cell_type":"markdown","source":"## Step 5 — Diagnostic: remaining zero/low-coverage labels","metadata":{}},{"cell_type":"code","source":"def show_context(report_text, anchor_words, window_chars=160):\n    text_lower = report_text.lower()\n    for anchor in anchor_words:\n        idx = text_lower.find(anchor)\n        if idx != -1:\n            start = max(0, idx - window_chars // 2)\n            end = min(len(report_text), idx + window_chars // 2)\n            print(f\"  [...] {report_text[start:end].strip()} [...]\")\n\n\nfor label_check, anchors in [\n    (\"Medial OA\", [\"medial compartment\", \"medial tibiofemoral\"]),\n    (\"Lateral OA\", [\"lateral compartment\", \"lateral tibiofemoral\"]),\n    (\"PF OA\", [\"patellofemoral\"]),\n]:\n    print(f\"=== {label_check} mentions (first 5 English gold reports) ===\")\n    for i, report in enumerate(gold_en[\"Report\"].head(5)):\n        print(f\"\\nReport {i}:\")\n        show_context(report, anchors)\n    print(\"\\n\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.010589Z","iopub.execute_input":"2026-09-16T09:48:18.010878Z","iopub.status.idle":"2026-09-16T09:48:18.022805Z","shell.execute_reply.started":"2026-09-16T09:48:18.010845Z","shell.execute_reply":"2026-09-16T09:48:18.022184Z"}},"outputs":[{"name":"stdout","text":"=== Medial OA mentions (first 5 English gold reports) ===\n\nReport 0:\n\nReport 1:\n  [...] JOINT SPACE:\nSmall joint effusion. No intra-articular bodies. No Baker's cyst.\n\nMEDIAL COMPARTMENT:\nMedial meniscus: Extensive complete tearing of the body, pos [...]\n\nReport 2:\n\nReport 3:\n  [...] In the medial compartment, there is longitudinal vertical tear at the body and posterio [...]\n\nReport 4:\n  [...] In the medial compartment, the meniscus is not torn and there is no focal chondrosis or [...]\n\n\n=== Lateral OA mentions (first 5 English gold reports) ===\n\nReport 0:\n\nReport 1:\n  [...] yle and medial tibial plateau with subchondral cystic change and marrow edema.\n\nLATERAL COMPARTMENT:\nLateral meniscus: Degenerative signal throughout the latera [...]\n\nReport 2:\n\nReport 3:\n  [...] of the medial meniscus. There is no focal chondrosis or chondral injury. \n The lateral compartment, the meniscus is not torn and there is no focal chondrosis o [...]\n\nReport 4:\n  [...] iscus is not torn and there is no focal chondrosis or chondral injury. \n  \n The lateral compartment, there is complex tear (main radial and longitudinal vertica [...]\n\n\n=== PF OA mentions (first 5 English gold reports) ===\n\nReport 0:\n\nReport 1:\n  [...] ar.\nLateral compartment cartilage: Mild cartilage heterogeneity and fissuring.\n\nPATELLOFEMORAL COMPARTMENT:\nPatellofemoral compartment cartilage: High-grade car [...]\n\nReport 2:\n\nReport 3:\n  [...] meniscus is not torn and there is no focal chondrosis or chondral injury. \n The patellofemoral joint, the patellar and trochlear cartilage appears congruent wit [...]\n\nReport 4:\n  [...] the lateral meniscus. There is no focal chondrosis or chondral injury. \n  \n The patellofemoral joint, the patellar and trochlear cartilage appears congruent wit [...]\n\n\n","output_type":"stream"}],"execution_count":15},{"cell_type":"markdown","source":"## Step 6 — Diagnostic: Effusion disagreement cases","metadata":{}},{"cell_type":"code","source":"effusion_disagreements = gold_en_compare[\n    gold_en_compare[\"pred_Effusion\"].notna()\n    & (gold_en_compare[\"Effusion\"] != gold_en_compare[\"pred_Effusion\"])\n]\n\nprint(f\"Number of disagreements: {len(effusion_disagreements)}\\n\")\n\nfor idx, row in effusion_disagreements.iterrows():\n    report_text = gold_en.loc[idx, \"Report\"]\n    print(f\"--- Study index {idx} | gold={row['Effusion']} | predicted={row['pred_Effusion']} ---\")\n    show_context(report_text, [\"effusion\"], window_chars=200)\n    print()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.023754Z","iopub.execute_input":"2026-09-16T09:48:18.024381Z","iopub.status.idle":"2026-09-16T09:48:18.038613Z","shell.execute_reply.started":"2026-09-16T09:48:18.024359Z","shell.execute_reply":"2026-09-16T09:48:18.037994Z"}},"outputs":[{"name":"stdout","text":"Number of disagreements: 8\n\n--- Study index 63 | gold=0.0 | predicted=1 ---\n  [...] ellar recess is noted.   \n  The quadriceps and patellar tendons are preserved.   \n   Moderate joint effusion, distended suprapatellar bursa with thickend synovial tissue are observed.  Horizontal tear [...]\n\n--- Study index 109 | gold=0.0 | predicted=1 ---\n  [...] ess. No aggressive osseous lesions. Tricompartmental marginal osteophytes\n\nJOINT SPACE:\nSmall joint effusion. No intra-articular bodies. No Baker's cyst.\n\nMEDIAL COMPARTMENT:\nMedial meniscus: Extensiv [...]\n\n--- Study index 607 | gold=0.0 | predicted=1 ---\n  [...] tibia, suspect bone contusion.\n* Subcutaneous edema over medial aspect of right knee.\n* Some joint effusion of right knee with mild hypertrophy of the synovium, indicative of synovitis.\n> The contour [...]\n\n--- Study index 1150 | gold=0.0 | predicted=1 ---\n  [...] to be normal.\n> Both medial & lateral collateral ligaments appear to be within normal.\n> Some joint effusion\n\nImpression: \n1. C/W Tibia plateau fracutre and fibular head fracture with bone contusion. [...]\n\n--- Study index 1505 | gold=0.0 | predicted=1 ---\n  [...] ormal without infiltrative marrow process. No aggressive osseous lesions.\n\nJOINT SPACE:\nSmall joint effusion. No intra-articular bodies. Moderate-sized Baker cyst with slight surrounding edema likely [...]\n\n--- Study index 1676 | gold=0.0 | predicted=1 ---\n  [...] There is a mild knee effusion. Normal medial and lateral menisci. No evidence of tears.  ACL is ruptured in its mid subst [...]\n\n--- Study index 1799 | gold=0.0 | predicted=1 ---\n  [...] No evidence of knee effusion. Normal medial and lateral menisci. No evidence of tears.  ACL is ruptured. There is mild a [...]\n\n--- Study index 2255 | gold=0.0 | predicted=1 ---\n  [...] popliteal fascicles are intact  \n The extensor mechanism is normal.  \n Minimal amount of right knee effusion is 1. The surrounding musculature is normal. There is bone contusion at the posterolateral [...]\n\n","output_type":"stream"}],"execution_count":16},{"cell_type":"markdown","source":"## Phase 1 Summary — Label Trust Tiers","metadata":{}},{"cell_type":"code","source":"LABEL_TRUST_TIERS = {\n    \"high\": [\"ACL\", \"MCL\", \"Lateral Meniscus\", \"Fracture\"],\n    \"medium\": [\"Medial Meniscus\", \"Baker's\", \"Contusion\", \"Effusion\", \"Synovitis\"],\n    \"low_exclude\": [\"Medial OA\", \"Lateral OA\", \"PF OA\"],\n}\n\nTIER_WEIGHTS = {\n    \"high\": 1.0,\n    \"medium\": 0.6,\n    \"low_exclude\": 0.0,\n}\n\nprint(\"Label trust tiers:\")\nfor tier, labels in LABEL_TRUST_TIERS.items():\n    print(f\"  {tier} (weight {TIER_WEIGHTS[tier]}): {labels}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.039347Z","iopub.execute_input":"2026-09-16T09:48:18.039807Z","iopub.status.idle":"2026-09-16T09:48:18.053686Z","shell.execute_reply.started":"2026-09-16T09:48:18.039782Z","shell.execute_reply":"2026-09-16T09:48:18.05309Z"}},"outputs":[{"name":"stdout","text":"Label trust tiers:\n  high (weight 1.0): ['ACL', 'MCL', 'Lateral Meniscus', 'Fracture']\n  medium (weight 0.6): ['Medial Meniscus', \"Baker's\", 'Contusion', 'Effusion', 'Synovitis']\n  low_exclude (weight 0.0): ['Medial OA', 'Lateral OA', 'PF OA']\n","output_type":"stream"}],"execution_count":17},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 2: DICOM Preprocessing Pipeline","metadata":{}},{"cell_type":"markdown","source":"## Setup","metadata":{}},{"cell_type":"code","source":"import os\nimport time\nimport numpy as np\nimport pandas as pd\nimport pydicom\nimport cv2\nimport matplotlib.pyplot as plt\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\n\nseries_df = pd.read_csv(TRAIN_SERIES_CSV)\nprint(f\"Total series: {len(series_df)}\")\nseries_df.head()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.054637Z","iopub.execute_input":"2026-09-16T09:48:18.05494Z","iopub.status.idle":"2026-09-16T09:48:18.340458Z","shell.execute_reply.started":"2026-09-16T09:48:18.054896Z","shell.execute_reply":"2026-09-16T09:48:18.339695Z"}},"outputs":[{"name":"stdout","text":"Total series: 24371\n","output_type":"stream"},{"execution_count":18,"output_type":"execute_result","data":{"text/plain":"                                    StudyInstanceUID  \\\n0  1.2.826.0.1.3680043.8.498.10004873229099053869...   \n1  1.2.826.0.1.3680043.8.498.10004873229099053869...   \n2  1.2.826.0.1.3680043.8.498.10004873229099053869...   \n3  1.2.826.0.1.3680043.8.498.10004873229099053869...   \n4  1.2.826.0.1.3680043.8.498.10004873229099053869...   \n\n                                   SeriesInstanceUID  Fluid_Sensitive  \\\n0  1.2.826.0.1.3680043.8.498.12343110195036213483...                1   \n1  1.2.826.0.1.3680043.8.498.13821229744997220641...                1   \n2  1.2.826.0.1.3680043.8.498.23084836536722595275...                0   \n3  1.2.826.0.1.3680043.8.498.40734206102458723096...                1   \n4  1.2.826.0.1.3680043.8.498.75714899997203615784...                0   \n\n   Fat_Suppression Anatomical_Plane  \n0                1         Sagittal  \n1                1            Axial  \n2                0          Coronal  \n3                1          Coronal  \n4                0         Sagittal  ","text/html":"<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>StudyInstanceUID</th>\n      <th>SeriesInstanceUID</th>\n      <th>Fluid_Sensitive</th>\n      <th>Fat_Suppression</th>\n      <th>Anatomical_Plane</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>1.2.826.0.1.3680043.8.498.10004873229099053869...</td>\n      <td>1.2.826.0.1.3680043.8.498.12343110195036213483...</td>\n      <td>1</td>\n      <td>1</td>\n      <td>Sagittal</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>1.2.826.0.1.3680043.8.498.10004873229099053869...</td>\n      <td>1.2.826.0.1.3680043.8.498.13821229744997220641...</td>\n      <td>1</td>\n      <td>1</td>\n      <td>Axial</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>1.2.826.0.1.3680043.8.498.10004873229099053869...</td>\n      <td>1.2.826.0.1.3680043.8.498.23084836536722595275...</td>\n      <td>0</td>\n      <td>0</td>\n      <td>Coronal</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1.2.826.0.1.3680043.8.498.10004873229099053869...</td>\n      <td>1.2.826.0.1.3680043.8.498.40734206102458723096...</td>\n      <td>1</td>\n      <td>1</td>\n      <td>Coronal</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>1.2.826.0.1.3680043.8.498.10004873229099053869...</td>\n      <td>1.2.826.0.1.3680043.8.498.75714899997203615784...</td>\n      <td>0</td>\n      <td>0</td>\n      <td>Sagittal</td>\n    </tr>\n  </tbody>\n</table>\n</div>"},"metadata":{}}],"execution_count":18},{"cell_type":"markdown","source":"## Step 1 — Diagnostic: which DICOM tags actually survive the allowlist?","metadata":{}},{"cell_type":"code","source":"sample_row = series_df.iloc[0]\nsample_series_path = os.path.join(TRAIN_SERIES_DIR, sample_row[\"StudyInstanceUID\"], sample_row[\"SeriesInstanceUID\"])\nsample_files = sorted([f for f in os.listdir(sample_series_path) if f.endswith(\".dcm\")])\n\nprint(f\"Sample series has {len(sample_files)} slices\\n\")\n\nds = pydicom.dcmread(os.path.join(sample_series_path, sample_files[0]))\n\nprint(\"All tags present in this slice:\\n\")\nfor elem in ds:\n    print(f\"  {elem.tag} {elem.name}: {str(elem.value)[:80]}\")\n\nprint(\"\\n--- Key tags for our pipeline ---\")\nfor tag_name in [\"InstanceNumber\", \"ImagePositionPatient\", \"ImageOrientationPatient\",\n                  \"PixelSpacing\", \"SliceThickness\", \"Laterality\", \"Rows\", \"Columns\"]:\n    present = hasattr(ds, tag_name)\n    value = getattr(ds, tag_name, None) if present else None\n    print(f\"  {tag_name}: {'present -> ' + str(value) if present else 'NOT present'}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.341445Z","iopub.execute_input":"2026-09-16T09:48:18.341779Z","iopub.status.idle":"2026-09-16T09:48:18.367116Z","shell.execute_reply.started":"2026-09-16T09:48:18.341741Z","shell.execute_reply":"2026-09-16T09:48:18.366376Z"}},"outputs":[{"name":"stdout","text":"Sample series has 22 slices\n\nAll tags present in this slice:\n\n  (0008,0008) Image Type: ['ORIGINAL', 'PRIMARY', 'M_SE', 'M', 'SE']\n  (0008,0016) SOP Class UID: 1.2.840.10008.5.1.4.1.1.4\n  (0008,0018) SOP Instance UID: 1.2.826.0.1.3680043.8.498.10374285052733466977592225981851620435\n  (0008,0060) Modality: MR\n  (0008,0070) Manufacturer: Philips Healthcare\n  (0008,103E) Series Description: DP SPIR CS_SAG\n  (0008,1090) Manufacturer's Model Name: Ingenia\n  (0010,0020) Patient ID: b9d20b75-edf\n  (0010,0040) Patient's Sex: F\n  (0018,0010) Contrast/Bolus Agent: \n  (0018,0015) Body Part Examined: KNEE\n  (0018,0020) Scanning Sequence: SE\n  (0018,0021) Sequence Variant: SK\n  (0018,0022) Scan Options: FS\n  (0018,0023) MR Acquisition Type: 2D\n  (0018,0050) Slice Thickness: 3.4\n  (0018,0080) Repetition Time: 4244.640625\n  (0018,0081) Echo Time: 22\n  (0018,0083) Number of Averages: 1\n  (0018,0084) Imaging Frequency: 63.87066\n  (0018,0086) Echo Number(s): 1\n  (0018,0087) Magnetic Field Strength: 1.5\n  (0018,0088) Spacing Between Slices: 4.635\n  (0018,0089) Number of Phase Encoding Steps: 186\n  (0018,0091) Echo Train Length: 15\n  (0018,0093) Percent Sampling: 76.7220916748046\n  (0018,0094) Percent Phase Field of View: 100\n  (0018,0095) Pixel Bandwidth: 189\n  (0018,1020) Software Versions: ['5.6.1', '5.6.1.3']\n  (0018,1250) Receive Coil Name: SENSE_KNEE_16_AC\n  (0018,1310) Acquisition Matrix: [292, 0, 0, 186]\n  (0018,1312) In-plane Phase Encoding Direction: COL\n  (0018,1314) Flip Angle: 90\n  (0018,5100) Patient Position: FFS\n  (0018,9087) Diffusion b-value: 0.0\n  (0018,9089) Diffusion Gradient Orientation: [0.0, 0.0, 0.0]\n  (0020,000D) Study Instance UID: 1.2.826.0.1.3680043.8.498.10004873229099053869093324292195817260\n  (0020,000E) Series Instance UID: 1.2.826.0.1.3680043.8.498.12343110195036213483454091715412333772\n  (0020,0011) Series Number: 401\n  (0020,0012) Acquisition Number: 4\n  (0020,0013) Instance Number: 5\n  (0020,0032) Image Position (Patient): [-80.965252085414, -143.1194283448, 98.5467405450254]\n  (0020,0037) Image Orientation (Patient): [-0.0334932804107, 0.99921125173568, 0.02133215218782, 0.05801957845687, 0.02325\n  (0020,0052) Frame of Reference UID: 1.2.826.0.1.3680043.8.498.12806735245640066760484485657827429384\n  (0020,0060) Laterality: \n  (0020,0105) Number of Temporal Positions: 1\n  (0020,1041) Slice Location: -79.600510811061\n  (0028,0002) Samples per Pixel: 1\n  (0028,0004) Photometric Interpretation: MONOCHROME2\n  (0028,0006) Planar Configuration: 0\n  (0028,0008) Number of Frames: 1\n  (0028,0010) Rows: 512\n  (0028,0011) Columns: 512\n  (0028,0030) Pixel Spacing: [0.330078125, 0.330078125]\n  (0028,0100) Bits Allocated: 16\n  (0028,0101) Bits Stored: 12\n  (0028,0102) High Bit: 11\n  (0028,0103) Pixel Representation: 0\n  (0028,1050) Window Center: 959\n  (0028,1051) Window Width: 1667\n  (0028,1052) Rescale Intercept: 0\n  (0028,1053) Rescale Slope: 2.55507\n  (0028,1054) Rescale Type: normalized\n  (7FE0,0010) Pixel Data: b'\\x03\\x00\\x03\\x00\\x03\\x00\\x04\\x00\\x06\\x00\\x02\\x00\\x05\\x00\\x04\\x00\\x03\\x00\\x03\\x\n\n--- Key tags for our pipeline ---\n  InstanceNumber: present -> 5\n  ImagePositionPatient: present -> [-80.965252085414, -143.1194283448, 98.5467405450254]\n  ImageOrientationPatient: present -> [-0.0334932804107, 0.99921125173568, 0.02133215218782, 0.05801957845687, 0.02325204573571, -0.9980446100234]\n  PixelSpacing: present -> [0.330078125, 0.330078125]\n  SliceThickness: present -> 3.4\n  Laterality: present -> \n  Rows: present -> 512\n  Columns: present -> 512\n","output_type":"stream"}],"execution_count":19},{"cell_type":"markdown","source":"## Step 2 — Visualize a full series (sanity check) ","metadata":{}},{"cell_type":"code","source":"def load_slice_with_position(filepath):\n    ds = pydicom.dcmread(filepath)\n    # Prefer InstanceNumber for ordering if present; fall back to filename order\n    order_key = int(getattr(ds, \"InstanceNumber\", 0))\n    return order_key, ds.pixel_array\n\nslices_with_order = [\n    load_slice_with_position(os.path.join(sample_series_path, f)) for f in sample_files\n]\nslices_with_order.sort(key=lambda x: x[0])\nsorted_slices = [s[1] for s in slices_with_order]\n\nn_show = min(12, len(sorted_slices))\nfig, axes = plt.subplots(2, 6, figsize=(18, 6))\nstep = max(1, len(sorted_slices) // n_show)\nfor i, ax in enumerate(axes.flat):\n    idx = min(i * step, len(sorted_slices) - 1)\n    ax.imshow(sorted_slices[idx], cmap=\"gray\")\n    ax.set_title(f\"slice {idx}\")\n    ax.axis(\"off\")\nplt.tight_layout()\nplt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:18.367861Z","iopub.execute_input":"2026-09-16T09:48:18.368219Z","iopub.status.idle":"2026-09-16T09:48:19.872908Z","shell.execute_reply.started":"2026-09-16T09:48:18.368197Z","shell.execute_reply":"2026-09-16T09:48:19.871899Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1800x600 with 12 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":20},{"cell_type":"markdown","source":"## Step 3 — Core pipeline function: series folder -> fixed-size tensor","metadata":{}},{"cell_type":"code","source":"IMG_SIZE = 224\nN_SLICES = 32\nTARGET_SPACING_MM = 0.5\n\n\ndef resample_to_target_spacing(image, pixel_spacing, target_spacing=TARGET_SPACING_MM):\n    \"\"\"Rescale an image so 1 pixel = target_spacing mm, based on its original PixelSpacing.\"\"\"\n    scale_y = pixel_spacing[0] / target_spacing\n    scale_x = pixel_spacing[1] / target_spacing\n    new_h = max(1, int(round(image.shape[0] * scale_y)))\n    new_w = max(1, int(round(image.shape[1] * scale_x)))\n    return cv2.resize(image, (new_w, new_h), interpolation=cv2.INTER_AREA)\n\n\ndef center_crop_or_pad(image, size):\n    \"\"\"Center the image on a (size, size) canvas — crop if larger, pad with zeros if smaller.\"\"\"\n    h, w = image.shape\n    canvas = np.zeros((size, size), dtype=image.dtype)\n\n    dst_y0 = max((size - h) // 2, 0)\n    dst_x0 = max((size - w) // 2, 0)\n    src_y0 = max((h - size) // 2, 0)\n    src_x0 = max((w - size) // 2, 0)\n\n    copy_h = min(h, size)\n    copy_w = min(w, size)\n\n    canvas[dst_y0:dst_y0 + copy_h, dst_x0:dst_x0 + copy_w] = \\\n        image[src_y0:src_y0 + copy_h, src_x0:src_x0 + copy_w]\n    return canvas\n\n\ndef load_series_tensor(series_path, img_size=IMG_SIZE, n_slices=N_SLICES):\n    \"\"\"Load a DICOM series folder into a (n_slices, img_size, img_size) float32 array in [0, 1].\"\"\"\n    dcm_files = sorted([f for f in os.listdir(series_path) if f.endswith(\".dcm\")])\n    if not dcm_files:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n\n    slices_with_order = []\n    for f in dcm_files:\n        try:\n            ds = pydicom.dcmread(os.path.join(series_path, f))\n            order_key = int(getattr(ds, \"InstanceNumber\", 0))\n            pixel_spacing = getattr(ds, \"PixelSpacing\", None)\n            raw = ds.pixel_array.astype(np.float32)\n            if pixel_spacing is not None:\n                raw = resample_to_target_spacing(raw, [float(pixel_spacing[0]), float(pixel_spacing[1])])\n            slices_with_order.append((order_key, raw))\n        except Exception:\n            continue  # skip unreadable slices rather than crash the whole series\n\n    if not slices_with_order:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n\n    slices_with_order.sort(key=lambda x: x[0])\n    raw_slices = [s[1] for s in slices_with_order]\n    n_available = len(raw_slices)\n\n    if n_available >= n_slices:\n        sample_idx = np.linspace(0, n_available - 1, n_slices).astype(int)\n        chosen = [raw_slices[i] for i in sample_idx]\n    else:\n        chosen = raw_slices  # will pad below\n\n    processed = []\n    for sl in chosen:\n        cropped = center_crop_or_pad(sl, img_size)\n        sl_min, sl_max = cropped.min(), cropped.max()\n        if sl_max > sl_min:\n            normalized = (cropped - sl_min) / (sl_max - sl_min)\n        else:\n            normalized = np.zeros_like(cropped)\n        processed.append(normalized.astype(np.float32))\n\n    while len(processed) < n_slices:\n        processed.append(np.zeros((img_size, img_size), dtype=np.float32))\n\n    return np.stack(processed, axis=0)\n\n\n# Test on the same sample series\nstart = time.time()\ntensor = load_series_tensor(sample_series_path)\nelapsed = time.time() - start\n\nprint(f\"Output shape: {tensor.shape}\")\nprint(f\"Value range: [{tensor.min():.3f}, {tensor.max():.3f}]\")\nprint(f\"Time for this series: {elapsed:.2f} seconds\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:19.873915Z","iopub.execute_input":"2026-09-16T09:48:19.874192Z","iopub.status.idle":"2026-09-16T09:48:19.994618Z","shell.execute_reply.started":"2026-09-16T09:48:19.874168Z","shell.execute_reply":"2026-09-16T09:48:19.993766Z"}},"outputs":[{"name":"stdout","text":"Output shape: (32, 224, 224)\nValue range: [0.000, 1.000]\nTime for this series: 0.11 seconds\n","output_type":"stream"}],"execution_count":21},{"cell_type":"markdown","source":"## Step 4 — Visualize the processed tensor","metadata":{}},{"cell_type":"code","source":"fig, axes = plt.subplots(2, 6, figsize=(18, 6))\nshow_idx = np.linspace(0, N_SLICES - 1, 12).astype(int)\nfor ax, idx in zip(axes.flat, show_idx):\n    ax.imshow(tensor[idx], cmap=\"gray\", vmin=0, vmax=1)\n    ax.set_title(f\"slice {idx}\")\n    ax.axis(\"off\")\nplt.tight_layout()\nplt.show()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:19.99562Z","iopub.execute_input":"2026-09-16T09:48:19.995916Z","iopub.status.idle":"2026-09-16T09:48:20.803749Z","shell.execute_reply.started":"2026-09-16T09:48:19.995892Z","shell.execute_reply":"2026-09-16T09:48:20.802728Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1800x600 with 12 Axes>","image/png":"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\n"},"metadata":{}}],"execution_count":22},{"cell_type":"markdown","source":"## Step 5 — Timing test on a small sample","metadata":{}},{"cell_type":"code","source":"TIMING_SAMPLE_SIZE = 30\ntiming_sample = series_df.sample(n=min(TIMING_SAMPLE_SIZE, len(series_df)), random_state=42)\n\ntimes = []\nfor _, row in timing_sample.iterrows():\n    series_path = os.path.join(TRAIN_SERIES_DIR, row[\"StudyInstanceUID\"], row[\"SeriesInstanceUID\"])\n    start = time.time()\n    _ = load_series_tensor(series_path)\n    times.append(time.time() - start)\n\ntimes = np.array(times)\ntotal_series = len(series_df)\navg_time = times.mean()\n\nprint(f\"Sample size: {len(times)}\")\nprint(f\"Average time per series: {avg_time:.3f} seconds\")\nprint(f\"Estimated total time for all {total_series} series: {avg_time * total_series / 60:.1f} minutes \"\n      f\"({avg_time * total_series / 3600:.2f} hours)\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:20.804761Z","iopub.execute_input":"2026-09-16T09:48:20.805078Z","iopub.status.idle":"2026-09-16T09:48:28.673241Z","shell.execute_reply.started":"2026-09-16T09:48:20.805001Z","shell.execute_reply":"2026-09-16T09:48:28.671748Z"}},"outputs":[{"name":"stdout","text":"Sample size: 30\nAverage time per series: 0.262 seconds\nEstimated total time for all 24371 series: 106.2 minutes (1.77 hours)\n","output_type":"stream"}],"execution_count":23},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 3: Model Architecture","metadata":{}},{"cell_type":"markdown","source":"## Setup","metadata":{}},{"cell_type":"code","source":"import os\nimport numpy as np\nimport pandas as pd\nimport torch\nimport torch.nn as nn\nfrom torch.utils.data import Dataset, DataLoader\nimport torchvision.models as models\n\nDEVICE = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\nprint(f\"Using device: {DEVICE}\")\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\ntrain_df = pd.read_csv(TRAIN_CSV)\nseries_df = pd.read_csv(TRAIN_SERIES_CSV)\n\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\ngold_df = train_df[has_all_labels].copy().set_index(\"StudyInstanceUID\")\nprint(f\"Gold-labeled studies: {len(gold_df)}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:28.674507Z","iopub.execute_input":"2026-09-16T09:48:28.67496Z","iopub.status.idle":"2026-09-16T09:48:28.808903Z","shell.execute_reply.started":"2026-09-16T09:48:28.674927Z","shell.execute_reply":"2026-09-16T09:48:28.808238Z"}},"outputs":[{"name":"stdout","text":"Using device: cuda\nGold-labeled studies: 58\n","output_type":"stream"}],"execution_count":24},{"cell_type":"markdown","source":"## Step 1 — Reuse the Phase 2 preprocessing function","metadata":{}},{"cell_type":"code","source":"import cv2\nimport pydicom\n\nIMG_SIZE = 224\nN_SLICES = 32\nTARGET_SPACING_MM = 0.5\n\n\ndef resample_to_target_spacing(image, pixel_spacing, target_spacing=TARGET_SPACING_MM):\n    scale_y = pixel_spacing[0] / target_spacing\n    scale_x = pixel_spacing[1] / target_spacing\n    new_h = max(1, int(round(image.shape[0] * scale_y)))\n    new_w = max(1, int(round(image.shape[1] * scale_x)))\n    return cv2.resize(image, (new_w, new_h), interpolation=cv2.INTER_AREA)\n\n\ndef center_crop_or_pad(image, size):\n    h, w = image.shape\n    canvas = np.zeros((size, size), dtype=image.dtype)\n    dst_y0, dst_x0 = max((size - h) // 2, 0), max((size - w) // 2, 0)\n    src_y0, src_x0 = max((h - size) // 2, 0), max((w - size) // 2, 0)\n    copy_h, copy_w = min(h, size), min(w, size)\n    canvas[dst_y0:dst_y0 + copy_h, dst_x0:dst_x0 + copy_w] = \\\n        image[src_y0:src_y0 + copy_h, src_x0:src_x0 + copy_w]\n    return canvas\n\n\ndef load_series_tensor(series_path, img_size=IMG_SIZE, n_slices=N_SLICES):\n    dcm_files = sorted([f for f in os.listdir(series_path) if f.endswith(\".dcm\")])\n    if not dcm_files:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order = []\n    for f in dcm_files:\n        try:\n            ds = pydicom.dcmread(os.path.join(series_path, f))\n            order_key = int(getattr(ds, \"InstanceNumber\", 0))\n            pixel_spacing = getattr(ds, \"PixelSpacing\", None)\n            raw = ds.pixel_array.astype(np.float32)\n            if pixel_spacing is not None:\n                raw = resample_to_target_spacing(raw, [float(pixel_spacing[0]), float(pixel_spacing[1])])\n            slices_with_order.append((order_key, raw))\n        except Exception:\n            continue\n    if not slices_with_order:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order.sort(key=lambda x: x[0])\n    raw_slices = [s[1] for s in slices_with_order]\n    n_available = len(raw_slices)\n    if n_available >= n_slices:\n        sample_idx = np.linspace(0, n_available - 1, n_slices).astype(int)\n        chosen = [raw_slices[i] for i in sample_idx]\n    else:\n        chosen = raw_slices\n    processed = []\n    for sl in chosen:\n        cropped = center_crop_or_pad(sl, img_size)\n        sl_min, sl_max = cropped.min(), cropped.max()\n        normalized = (cropped - sl_min) / (sl_max - sl_min) if sl_max > sl_min else np.zeros_like(cropped)\n        processed.append(normalized.astype(np.float32))\n    while len(processed) < n_slices:\n        processed.append(np.zeros((img_size, img_size), dtype=np.float32))\n    return np.stack(processed, axis=0)\n\n\nprint(\"load_series_tensor ready.\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:28.809763Z","iopub.execute_input":"2026-09-16T09:48:28.810102Z","iopub.status.idle":"2026-09-16T09:48:28.824159Z","shell.execute_reply.started":"2026-09-16T09:48:28.810077Z","shell.execute_reply":"2026-09-16T09:48:28.823197Z"}},"outputs":[{"name":"stdout","text":"load_series_tensor ready.\n","output_type":"stream"}],"execution_count":25},{"cell_type":"markdown","source":"## Step 2 — Dataset class: study -> (series tensor stack, plane ids, labels)","metadata":{}},{"cell_type":"code","source":"PLANE_TO_IDX = {\"Sagittal\": 0, \"Coronal\": 1, \"Axial\": 2}  # index 3 reserved for padding\nPAD_PLANE_IDX = 3\nMAX_SERIES = 8  # Phase 0: mean 5.53, max 14 — 8 covers the large majority without excessive padding\n\n\nclass KneeStudyDataset(Dataset):\n    def __init__(self, study_ids, series_df, series_dir, labels_df=None,\n                 max_series=MAX_SERIES, label_cols=LABEL_COLS):\n        self.study_ids = list(study_ids)\n        self.series_df = series_df\n        self.series_dir = series_dir\n        self.labels_df = labels_df\n        self.max_series = max_series\n        self.label_cols = label_cols\n\n    def __len__(self):\n        return len(self.study_ids)\n\n    def __getitem__(self, idx):\n        study_id = self.study_ids[idx]\n        rows = self.series_df[self.series_df[\"StudyInstanceUID\"] == study_id]\n\n        tensors = []\n        plane_ids = []\n        for _, row in rows.iterrows():\n            if len(tensors) >= self.max_series:\n                break\n            series_path = os.path.join(self.series_dir, study_id, row[\"SeriesInstanceUID\"])\n            t = load_series_tensor(series_path)\n            tensors.append(t)\n            plane_ids.append(PLANE_TO_IDX.get(row[\"Anatomical_Plane\"], PAD_PLANE_IDX))\n\n        n_real = len(tensors)\n        while len(tensors) < self.max_series:\n            tensors.append(np.zeros((N_SLICES, IMG_SIZE, IMG_SIZE), dtype=np.float32))\n            plane_ids.append(PAD_PLANE_IDX)\n\n        series_stack = np.stack(tensors, axis=0)  # (max_series, N_SLICES, IMG_SIZE, IMG_SIZE)\n        plane_ids = np.array(plane_ids, dtype=np.int64)\n\n        if self.labels_df is not None:\n            label = self.labels_df.loc[study_id, self.label_cols].values.astype(np.float32)\n        else:\n            label = np.zeros(len(self.label_cols), dtype=np.float32)\n\n        return (\n            torch.from_numpy(series_stack),\n            torch.from_numpy(plane_ids),\n            torch.from_numpy(label),\n        )\n\n\ngold_dataset = KneeStudyDataset(\n    study_ids=gold_df.index.tolist(),\n    series_df=series_df,\n    series_dir=TRAIN_SERIES_DIR,\n    labels_df=gold_df,\n)\n\nprint(f\"Dataset size: {len(gold_dataset)}\")\nsample_series_stack, sample_plane_ids, sample_label = gold_dataset[0]\nprint(f\"Series stack shape: {sample_series_stack.shape}\")\nprint(f\"Plane ids: {sample_plane_ids}\")\nprint(f\"Label shape: {sample_label.shape}, values: {sample_label}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:28.825303Z","iopub.execute_input":"2026-09-16T09:48:28.82563Z","iopub.status.idle":"2026-09-16T09:48:29.932355Z","shell.execute_reply.started":"2026-09-16T09:48:28.825609Z","shell.execute_reply":"2026-09-16T09:48:29.931568Z"}},"outputs":[{"name":"stdout","text":"Dataset size: 58\nSeries stack shape: torch.Size([8, 32, 224, 224])\nPlane ids: tensor([0, 1, 1, 0, 2, 3, 3, 3])\nLabel shape: torch.Size([12]), values: tensor([0., 0., 0., 0., 0., 0., 1., 1., 0., 0., 0., 0.])\n","output_type":"stream"}],"execution_count":26},{"cell_type":"markdown","source":"## Step 3 — Model: slice encoder + two levels of attention pooling","metadata":{}},{"cell_type":"code","source":"class AttentionPool(nn.Module):\n    \"\"\"Learned attention pooling over a sequence dimension, with optional masking.\"\"\"\n    def __init__(self, dim):\n        super().__init__()\n        self.score = nn.Linear(dim, 1)\n\n    def forward(self, x, mask=None):\n        # x: (B, N, dim), mask: (B, N) bool, True = valid\n        scores = self.score(x).squeeze(-1)  # (B, N)\n        if mask is not None:\n            scores = scores.masked_fill(~mask, float(\"-inf\"))\n        weights = torch.softmax(scores, dim=1).unsqueeze(-1)  # (B, N, 1)\n        pooled = (x * weights).sum(dim=1)  # (B, dim)\n        return pooled\n\n\nclass KneeStudyModel(nn.Module):\n    def __init__(self, n_labels=12, plane_embed_dim=16, n_planes=4):\n        super().__init__()\n        backbone = models.resnet18(weights=models.ResNet18_Weights.IMAGENET1K_V1)\n        self.backbone = nn.Sequential(*list(backbone.children())[:-1])  # drop final fc\n        self.backbone_dim = 512\n\n        self.slice_pool = AttentionPool(self.backbone_dim)\n        self.plane_embed = nn.Embedding(n_planes, plane_embed_dim)\n        self.series_pool = AttentionPool(self.backbone_dim + plane_embed_dim)\n        self.classifier = nn.Linear(self.backbone_dim + plane_embed_dim, n_labels)\n\n    def forward(self, series_stack, plane_ids):\n        # series_stack: (B, S, D, H, W), plane_ids: (B, S)\n        B, S, D, H, W = series_stack.shape\n\n        x = series_stack.view(B * S * D, 1, H, W).repeat(1, 3, 1, 1)  # fake 3-channel input\n        slice_embeds = self.backbone(x).view(B * S * D, self.backbone_dim)  # (B*S*D, 512)\n        slice_embeds = slice_embeds.view(B, S, D, self.backbone_dim)\n\n        # Slice -> series (attention over D, per series)\n        series_embeds = torch.stack([\n            self.slice_pool(slice_embeds[:, s, :, :]) for s in range(S)\n        ], dim=1)  # (B, S, 512)\n\n        plane_embeds = self.plane_embed(plane_ids)  # (B, S, plane_embed_dim)\n        series_embeds = torch.cat([series_embeds, plane_embeds], dim=-1)  # (B, S, 512+plane_dim)\n\n        # Series -> study (attention over S, masking padding series)\n        valid_mask = plane_ids != PAD_PLANE_IDX  # (B, S)\n        study_embed = self.series_pool(series_embeds, mask=valid_mask)  # (B, 512+plane_dim)\n\n        logits = self.classifier(study_embed)  # (B, n_labels)\n        return logits\n\n\nmodel = KneeStudyModel().to(DEVICE)\nprint(model)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:29.933431Z","iopub.execute_input":"2026-09-16T09:48:29.933753Z","iopub.status.idle":"2026-09-16T09:48:30.671242Z","shell.execute_reply.started":"2026-09-16T09:48:29.93373Z","shell.execute_reply":"2026-09-16T09:48:30.670486Z"}},"outputs":[{"name":"stdout","text":"Downloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to /root/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth\n","output_type":"stream"},{"name":"stderr","text":"100%|██████████| 44.7M/44.7M [00:00<00:00, 241MB/s]\n","output_type":"stream"},{"name":"stdout","text":"KneeStudyModel(\n  (backbone): Sequential(\n    (0): Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n    (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n    (2): ReLU(inplace=True)\n    (3): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False)\n    (4): Sequential(\n      (0): BasicBlock(\n        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n      )\n      (1): BasicBlock(\n        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n      )\n    )\n    (5): Sequential(\n      (0): BasicBlock(\n        (conv1): Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (downsample): Sequential(\n          (0): Conv2d(64, 128, kernel_size=(1, 1), stride=(2, 2), bias=False)\n          (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        )\n      )\n      (1): BasicBlock(\n        (conv1): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n      )\n    )\n    (6): Sequential(\n      (0): BasicBlock(\n        (conv1): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (downsample): Sequential(\n          (0): Conv2d(128, 256, kernel_size=(1, 1), stride=(2, 2), bias=False)\n          (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        )\n      )\n      (1): BasicBlock(\n        (conv1): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n      )\n    )\n    (7): Sequential(\n      (0): BasicBlock(\n        (conv1): Conv2d(256, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (downsample): Sequential(\n          (0): Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False)\n          (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        )\n      )\n      (1): BasicBlock(\n        (conv1): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n        (relu): ReLU(inplace=True)\n        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n      )\n    )\n    (8): AdaptiveAvgPool2d(output_size=(1, 1))\n  )\n  (slice_pool): AttentionPool(\n    (score): Linear(in_features=512, out_features=1, bias=True)\n  )\n  (plane_embed): Embedding(4, 16)\n  (series_pool): AttentionPool(\n    (score): Linear(in_features=528, out_features=1, bias=True)\n  )\n  (classifier): Linear(in_features=528, out_features=12, bias=True)\n)\n","output_type":"stream"}],"execution_count":27},{"cell_type":"markdown","source":"## Step 4 — Smoke test: forward pass on a small batch of gold studies","metadata":{}},{"cell_type":"code","source":"smoke_loader = DataLoader(gold_dataset, batch_size=2, shuffle=False)\n\nmodel.eval()\nwith torch.no_grad():\n    series_stack, plane_ids, labels = next(iter(smoke_loader))\n    series_stack = series_stack.to(DEVICE)\n    plane_ids = plane_ids.to(DEVICE)\n\n    print(f\"Input series_stack shape: {series_stack.shape}\")\n    print(f\"Input plane_ids shape: {plane_ids.shape}\")\n\n    logits = model(series_stack, plane_ids)\n    print(f\"Output logits shape: {logits.shape}  (expected: [batch_size, 12])\")\n    print(f\"Sample logits: {logits[0]}\")\n    print(f\"Sample true labels: {labels[0]}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:30.672285Z","iopub.execute_input":"2026-09-16T09:48:30.673168Z","iopub.status.idle":"2026-09-16T09:48:34.860677Z","shell.execute_reply.started":"2026-09-16T09:48:30.673141Z","shell.execute_reply":"2026-09-16T09:48:34.859979Z"}},"outputs":[{"name":"stdout","text":"Input series_stack shape: torch.Size([2, 8, 32, 224, 224])\nInput plane_ids shape: torch.Size([2, 8])\nOutput logits shape: torch.Size([2, 12])  (expected: [batch_size, 12])\nSample logits: tensor([ 0.8492, -0.6958,  0.5732, -0.0205,  0.1714,  0.4662,  1.1999, -1.1474,\n         0.6325,  0.1802, -0.2429,  0.0654], device='cuda:0')\nSample true labels: tensor([0., 0., 0., 0., 0., 0., 1., 1., 0., 0., 0., 0.])\n","output_type":"stream"}],"execution_count":28},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 4: Training Loop","metadata":{}},{"cell_type":"markdown","source":"## Setup — reload dataset, model, and preprocessing (from Phases 2 & 3)","metadata":{}},{"cell_type":"code","source":"import os\nimport numpy as np\nimport pandas as pd\nimport cv2\nimport pydicom\nimport torch\nimport torch.nn as nn\nfrom torch.utils.data import Dataset, DataLoader, Subset\nfrom sklearn.model_selection import KFold\nfrom sklearn.metrics import roc_auc_score\nimport torchvision.models as models\n\nDEVICE = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\nprint(f\"Using device: {DEVICE}\")\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\nCHECKPOINT_DIR = \"/kaggle/working/checkpoints\"\nos.makedirs(CHECKPOINT_DIR, exist_ok=True)\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\ntrain_df = pd.read_csv(TRAIN_CSV)\nseries_df = pd.read_csv(TRAIN_SERIES_CSV)\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\ngold_df = train_df[has_all_labels].copy().set_index(\"StudyInstanceUID\")\nprint(f\"Gold-labeled studies: {len(gold_df)}\")\n\nIMG_SIZE = 224\nN_SLICES = 32\nTARGET_SPACING_MM = 0.5\nPLANE_TO_IDX = {\"Sagittal\": 0, \"Coronal\": 1, \"Axial\": 2}\nPAD_PLANE_IDX = 3\nMAX_SERIES = 8\n\n\ndef resample_to_target_spacing(image, pixel_spacing, target_spacing=TARGET_SPACING_MM):\n    scale_y = pixel_spacing[0] / target_spacing\n    scale_x = pixel_spacing[1] / target_spacing\n    new_h = max(1, int(round(image.shape[0] * scale_y)))\n    new_w = max(1, int(round(image.shape[1] * scale_x)))\n    return cv2.resize(image, (new_w, new_h), interpolation=cv2.INTER_AREA)\n\n\ndef center_crop_or_pad(image, size):\n    h, w = image.shape\n    canvas = np.zeros((size, size), dtype=image.dtype)\n    dst_y0, dst_x0 = max((size - h) // 2, 0), max((size - w) // 2, 0)\n    src_y0, src_x0 = max((h - size) // 2, 0), max((w - size) // 2, 0)\n    copy_h, copy_w = min(h, size), min(w, size)\n    canvas[dst_y0:dst_y0 + copy_h, dst_x0:dst_x0 + copy_w] = \\\n        image[src_y0:src_y0 + copy_h, src_x0:src_x0 + copy_w]\n    return canvas\n\n\ndef load_series_tensor(series_path, img_size=IMG_SIZE, n_slices=N_SLICES):\n    dcm_files = sorted([f for f in os.listdir(series_path) if f.endswith(\".dcm\")])\n    if not dcm_files:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order = []\n    for f in dcm_files:\n        try:\n            ds = pydicom.dcmread(os.path.join(series_path, f))\n            order_key = int(getattr(ds, \"InstanceNumber\", 0))\n            pixel_spacing = getattr(ds, \"PixelSpacing\", None)\n            raw = ds.pixel_array.astype(np.float32)\n            if pixel_spacing is not None:\n                raw = resample_to_target_spacing(raw, [float(pixel_spacing[0]), float(pixel_spacing[1])])\n            slices_with_order.append((order_key, raw))\n        except Exception:\n            continue\n    if not slices_with_order:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order.sort(key=lambda x: x[0])\n    raw_slices = [s[1] for s in slices_with_order]\n    n_available = len(raw_slices)\n    if n_available >= n_slices:\n        sample_idx = np.linspace(0, n_available - 1, n_slices).astype(int)\n        chosen = [raw_slices[i] for i in sample_idx]\n    else:\n        chosen = raw_slices\n    processed = []\n    for sl in chosen:\n        cropped = center_crop_or_pad(sl, img_size)\n        sl_min, sl_max = cropped.min(), cropped.max()\n        normalized = (cropped - sl_min) / (sl_max - sl_min) if sl_max > sl_min else np.zeros_like(cropped)\n        processed.append(normalized.astype(np.float32))\n    while len(processed) < n_slices:\n        processed.append(np.zeros((img_size, img_size), dtype=np.float32))\n    return np.stack(processed, axis=0)\n\n\nclass KneeStudyDataset(Dataset):\n    def __init__(self, study_ids, series_df, series_dir, labels_df=None,\n                 max_series=MAX_SERIES, label_cols=LABEL_COLS):\n        self.study_ids = list(study_ids)\n        self.series_df = series_df\n        self.series_dir = series_dir\n        self.labels_df = labels_df\n        self.max_series = max_series\n        self.label_cols = label_cols\n\n    def __len__(self):\n        return len(self.study_ids)\n\n    def __getitem__(self, idx):\n        study_id = self.study_ids[idx]\n        rows = self.series_df[self.series_df[\"StudyInstanceUID\"] == study_id]\n        tensors, plane_ids = [], []\n        for _, row in rows.iterrows():\n            if len(tensors) >= self.max_series:\n                break\n            series_path = os.path.join(self.series_dir, study_id, row[\"SeriesInstanceUID\"])\n            tensors.append(load_series_tensor(series_path))\n            plane_ids.append(PLANE_TO_IDX.get(row[\"Anatomical_Plane\"], PAD_PLANE_IDX))\n        while len(tensors) < self.max_series:\n            tensors.append(np.zeros((N_SLICES, IMG_SIZE, IMG_SIZE), dtype=np.float32))\n            plane_ids.append(PAD_PLANE_IDX)\n        series_stack = np.stack(tensors, axis=0)\n        plane_ids = np.array(plane_ids, dtype=np.int64)\n        if self.labels_df is not None:\n            label = self.labels_df.loc[study_id, self.label_cols].values.astype(np.float32)\n        else:\n            label = np.zeros(len(self.label_cols), dtype=np.float32)\n        return torch.from_numpy(series_stack), torch.from_numpy(plane_ids), torch.from_numpy(label)\n\n\nclass AttentionPool(nn.Module):\n    def __init__(self, dim):\n        super().__init__()\n        self.score = nn.Linear(dim, 1)\n\n    def forward(self, x, mask=None):\n        scores = self.score(x).squeeze(-1)\n        if mask is not None:\n            scores = scores.masked_fill(~mask, float(\"-inf\"))\n        weights = torch.softmax(scores, dim=1).unsqueeze(-1)\n        return (x * weights).sum(dim=1)\n\n\nclass KneeStudyModel(nn.Module):\n    def __init__(self, n_labels=12, plane_embed_dim=16, n_planes=4):\n        super().__init__()\n        backbone = models.resnet18(weights=models.ResNet18_Weights.IMAGENET1K_V1)\n        self.backbone = nn.Sequential(*list(backbone.children())[:-1])\n        self.backbone_dim = 512\n        self.slice_pool = AttentionPool(self.backbone_dim)\n        self.plane_embed = nn.Embedding(n_planes, plane_embed_dim)\n        self.series_pool = AttentionPool(self.backbone_dim + plane_embed_dim)\n        self.classifier = nn.Linear(self.backbone_dim + plane_embed_dim, n_labels)\n\n    def forward(self, series_stack, plane_ids):\n        B, S, D, H, W = series_stack.shape\n        x = series_stack.view(B * S * D, 1, H, W).repeat(1, 3, 1, 1)\n        # Backbone is frozen (no_grad): with only 46 training studies, fine-tuning\n        # a full ResNet-18 would overfit fast anyway, and this also avoids storing\n        # backbone activations for backprop — the main fix for the CUDA OOM error.\n        with torch.no_grad():\n            slice_embeds = self.backbone(x).view(B, S, D, self.backbone_dim)\n        series_embeds = torch.stack(\n            [self.slice_pool(slice_embeds[:, s, :, :]) for s in range(S)], dim=1\n        )\n        plane_embeds = self.plane_embed(plane_ids)\n        series_embeds = torch.cat([series_embeds, plane_embeds], dim=-1)\n        valid_mask = plane_ids != PAD_PLANE_IDX\n        study_embed = self.series_pool(series_embeds, mask=valid_mask)\n        return self.classifier(study_embed)\n\n\nprint(\"Setup complete — dataset, model, and preprocessing ready.\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:34.861642Z","iopub.execute_input":"2026-09-16T09:48:34.862007Z","iopub.status.idle":"2026-09-16T09:48:35.992892Z","shell.execute_reply.started":"2026-09-16T09:48:34.861983Z","shell.execute_reply":"2026-09-16T09:48:35.992277Z"}},"outputs":[{"name":"stdout","text":"Using device: cuda\nGold-labeled studies: 58\nSetup complete — dataset, model, and preprocessing ready.\n","output_type":"stream"}],"execution_count":29},{"cell_type":"markdown","source":"## Step 1 — Study-level train/validation split","metadata":{}},{"cell_type":"code","source":"study_ids = gold_df.index.tolist()\n\nkf = KFold(n_splits=5, shuffle=True, random_state=42)\nsplits = list(kf.split(study_ids))\ntrain_idx, val_idx = splits[0]\n\ntrain_ids = [study_ids[i] for i in train_idx]\nval_ids = [study_ids[i] for i in val_idx]\n\nprint(f\"Train studies: {len(train_ids)}, Validation studies: {len(val_ids)}\")\n\nfull_dataset = KneeStudyDataset(study_ids, series_df, TRAIN_SERIES_DIR, labels_df=gold_df)\ntrain_dataset = Subset(full_dataset, train_idx)\nval_dataset = Subset(full_dataset, val_idx)\n\ntrain_loader = DataLoader(train_dataset, batch_size=2, shuffle=True)\nval_loader = DataLoader(val_dataset, batch_size=2, shuffle=False)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:35.996886Z","iopub.execute_input":"2026-09-16T09:48:35.997503Z","iopub.status.idle":"2026-09-16T09:48:36.004536Z","shell.execute_reply.started":"2026-09-16T09:48:35.997476Z","shell.execute_reply":"2026-09-16T09:48:36.003764Z"}},"outputs":[{"name":"stdout","text":"Train studies: 46, Validation studies: 12\n","output_type":"stream"}],"execution_count":30},{"cell_type":"markdown","source":"## Step 2 — Class-imbalance-aware loss","metadata":{}},{"cell_type":"code","source":"positive_counts = gold_df[LABEL_COLS].sum()\nnegative_counts = len(gold_df) - positive_counts\npos_weight = torch.tensor(\n    (negative_counts / positive_counts.clip(lower=1)).values, dtype=torch.float32\n).to(DEVICE)\n\nprint(\"Per-label pos_weight (higher = rarer label, weighted more):\")\nfor label, w in zip(LABEL_COLS, pos_weight.cpu().numpy()):\n    print(f\"  {label}: {w:.2f}\")\n\ncriterion = nn.BCEWithLogitsLoss(pos_weight=pos_weight)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:36.00539Z","iopub.execute_input":"2026-09-16T09:48:36.00558Z","iopub.status.idle":"2026-09-16T09:48:36.01899Z","shell.execute_reply.started":"2026-09-16T09:48:36.005561Z","shell.execute_reply":"2026-09-16T09:48:36.018346Z"}},"outputs":[{"name":"stdout","text":"Per-label pos_weight (higher = rarer label, weighted more):\n  ACL: 1.42\n  MCL: 5.44\n  Medial Meniscus: 1.23\n  Lateral Meniscus: 1.52\n  Medial OA: 2.87\n  Lateral OA: 4.27\n  PF OA: 1.76\n  Effusion: 0.66\n  Synovitis: 1.15\n  Baker's: 3.83\n  Contusion: 2.05\n  Fracture: 2.22\n","output_type":"stream"}],"execution_count":31},{"cell_type":"markdown","source":"## Step 3 — Training loop with checkpointing","metadata":{}},{"cell_type":"code","source":"def save_checkpoint(model, optimizer, epoch, path):\n    torch.save({\n        \"epoch\": epoch,\n        \"model_state\": model.state_dict(),\n        \"optimizer_state\": optimizer.state_dict(),\n    }, path)\n\n\ndef load_checkpoint(model, optimizer, path):\n    if not os.path.exists(path):\n        return 0\n    ckpt = torch.load(path, map_location=DEVICE)\n    model.load_state_dict(ckpt[\"model_state\"])\n    optimizer.load_state_dict(ckpt[\"optimizer_state\"])\n    print(f\"Resumed from checkpoint at epoch {ckpt['epoch']}\")\n    return ckpt[\"epoch\"] + 1\n\n\ndef train_one_epoch(model, loader, criterion, optimizer):\n    model.train()\n    total_loss = 0.0\n    for series_stack, plane_ids, labels in loader:\n        series_stack, plane_ids, labels = series_stack.to(DEVICE), plane_ids.to(DEVICE), labels.to(DEVICE)\n        optimizer.zero_grad()\n        logits = model(series_stack, plane_ids)\n        loss = criterion(logits, labels)\n        loss.backward()\n        optimizer.step()\n        total_loss += loss.item() * series_stack.size(0)\n    return total_loss / len(loader.dataset)\n\n\n@torch.no_grad()\ndef evaluate(model, loader, criterion):\n    model.eval()\n    total_loss = 0.0\n    all_logits, all_labels = [], []\n    for series_stack, plane_ids, labels in loader:\n        series_stack, plane_ids, labels = series_stack.to(DEVICE), plane_ids.to(DEVICE), labels.to(DEVICE)\n        logits = model(series_stack, plane_ids)\n        loss = criterion(logits, labels)\n        total_loss += loss.item() * series_stack.size(0)\n        all_logits.append(logits.cpu())\n        all_labels.append(labels.cpu())\n    avg_loss = total_loss / len(loader.dataset)\n    return avg_loss, torch.cat(all_logits), torch.cat(all_labels)\n\n\nprint(\"Training functions ready.\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:36.019883Z","iopub.execute_input":"2026-09-16T09:48:36.020121Z","iopub.status.idle":"2026-09-16T09:48:36.035758Z","shell.execute_reply.started":"2026-09-16T09:48:36.0201Z","shell.execute_reply":"2026-09-16T09:48:36.034964Z"}},"outputs":[{"name":"stdout","text":"Training functions ready.\n","output_type":"stream"}],"execution_count":32},{"cell_type":"markdown","source":"## Step 4 — Run training (sanity run on gold-only data)","metadata":{}},{"cell_type":"code","source":"model = KneeStudyModel().to(DEVICE)\noptimizer = torch.optim.AdamW(model.parameters(), lr=1e-4)\n\ntorch.cuda.empty_cache()  # clear any leftover memory from a previous failed run\n\nCHECKPOINT_PATH = os.path.join(CHECKPOINT_DIR, \"gold_sanity_run.pt\")\nstart_epoch = load_checkpoint(model, optimizer, CHECKPOINT_PATH)\n\nN_EPOCHS = 5\n\nfor epoch in range(start_epoch, N_EPOCHS):\n    train_loss = train_one_epoch(model, train_loader, criterion, optimizer)\n    val_loss, val_logits, val_labels = evaluate(model, val_loader, criterion)\n    print(f\"Epoch {epoch + 1}/{N_EPOCHS} — train_loss: {train_loss:.4f}, val_loss: {val_loss:.4f}\")\n    save_checkpoint(model, optimizer, epoch, CHECKPOINT_PATH)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:48:36.036757Z","iopub.execute_input":"2026-09-16T09:48:36.037539Z","iopub.status.idle":"2026-09-16T09:53:48.141388Z","shell.execute_reply.started":"2026-09-16T09:48:36.037507Z","shell.execute_reply":"2026-09-16T09:53:48.140378Z"}},"outputs":[{"name":"stdout","text":"Epoch 1/5 — train_loss: 0.9619, val_loss: 0.8734\nEpoch 2/5 — train_loss: 0.9278, val_loss: 0.8779\nEpoch 3/5 — train_loss: 0.9164, val_loss: 0.8849\nEpoch 4/5 — train_loss: 0.9144, val_loss: 0.8902\nEpoch 5/5 — train_loss: 0.9189, val_loss: 0.9056\n","output_type":"stream"}],"execution_count":33},{"cell_type":"markdown","source":"## Step 5 — Macro ROC-AUC on the validation fold","metadata":{}},{"cell_type":"code","source":"val_probs = torch.sigmoid(val_logits).numpy()\nval_true = val_labels.numpy()\n\nper_label_auc = {}\nfor i, label in enumerate(LABEL_COLS):\n    y_true = val_true[:, i]\n    y_score = val_probs[:, i]\n    if len(np.unique(y_true)) < 2:\n        per_label_auc[label] = None  # AUC undefined with only one class present\n        continue\n    per_label_auc[label] = roc_auc_score(y_true, y_score)\n\nvalid_aucs = [v for v in per_label_auc.values() if v is not None]\nmacro_auc = np.mean(valid_aucs) if valid_aucs else float(\"nan\")\n\nprint(\"Per-label AUC (validation fold):\")\nfor label, auc in per_label_auc.items():\n    print(f\"  {label}: {auc:.3f}\" if auc is not None else f\"  {label}: undefined (single class in val fold)\")\n\nprint(f\"\\nMacro AUC (averaged over labels with a defined score): {macro_auc:.3f}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:53:48.142561Z","iopub.execute_input":"2026-09-16T09:53:48.14289Z","iopub.status.idle":"2026-09-16T09:53:48.171421Z","shell.execute_reply.started":"2026-09-16T09:53:48.142865Z","shell.execute_reply":"2026-09-16T09:53:48.170806Z"}},"outputs":[{"name":"stdout","text":"Per-label AUC (validation fold):\n  ACL: 0.444\n  MCL: 0.630\n  Medial Meniscus: 0.771\n  Lateral Meniscus: 0.281\n  Medial OA: 0.719\n  Lateral OA: undefined (single class in val fold)\n  PF OA: 0.438\n  Effusion: 0.500\n  Synovitis: 0.375\n  Baker's: 0.200\n  Contusion: 0.000\n  Fracture: undefined (single class in val fold)\n\nMacro AUC (averaged over labels with a defined score): 0.436\n","output_type":"stream"}],"execution_count":34},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 5: Weak-Supervised Training","metadata":{}},{"cell_type":"markdown","source":"## Setup — reload everything from Phases 1-4","metadata":{}},{"cell_type":"code","source":"import os\nimport re\nimport numpy as np\nimport pandas as pd\nimport cv2\nimport pydicom\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom torch.utils.data import Dataset, DataLoader, ConcatDataset, Subset\nfrom tqdm.auto import tqdm\nfrom sklearn.model_selection import KFold\nfrom sklearn.metrics import roc_auc_score\nimport torchvision.models as models\n\nDEVICE = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\nprint(f\"Using device: {DEVICE}\")\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\nCHECKPOINT_DIR = \"/kaggle/working/checkpoints\"\nos.makedirs(CHECKPOINT_DIR, exist_ok=True)\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\ntrain_df = pd.read_csv(TRAIN_CSV)\nseries_df = pd.read_csv(TRAIN_SERIES_CSV)\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\ngold_df = train_df[has_all_labels].copy().set_index(\"StudyInstanceUID\")\nreport_only_df = train_df[~has_all_labels].copy().set_index(\"StudyInstanceUID\")\nprint(f\"Gold-labeled studies: {len(gold_df)}\")\nprint(f\"Report-only studies: {len(report_only_df)}\")\n\n# Phase 1 trust tiers\nLABEL_TRUST_TIERS = {\n    \"high\": [\"ACL\", \"MCL\", \"Lateral Meniscus\", \"Fracture\"],\n    \"medium\": [\"Medial Meniscus\", \"Baker's\", \"Contusion\", \"Effusion\", \"Synovitis\"],\n    \"low_exclude\": [\"Medial OA\", \"Lateral OA\", \"PF OA\"],\n}\nTIER_WEIGHTS = {\"high\": 1.0, \"medium\": 0.6, \"low_exclude\": 0.0}\nLABEL_TIER_WEIGHT = {\n    label: TIER_WEIGHTS[tier]\n    for tier, labels in LABEL_TRUST_TIERS.items()\n    for label in labels\n}\nprint(\"\\nPer-label tier weight:\")\nfor label in LABEL_COLS:\n    print(f\"  {label}: {LABEL_TIER_WEIGHT[label]}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:58:39.830408Z","iopub.execute_input":"2026-09-16T09:58:39.830827Z","iopub.status.idle":"2026-09-16T09:58:39.969191Z","shell.execute_reply.started":"2026-09-16T09:58:39.830799Z","shell.execute_reply":"2026-09-16T09:58:39.968365Z"}},"outputs":[{"name":"stdout","text":"Using device: cuda\nGold-labeled studies: 58\nReport-only studies: 4349\n\nPer-label tier weight:\n  ACL: 1.0\n  MCL: 1.0\n  Medial Meniscus: 0.6\n  Lateral Meniscus: 1.0\n  Medial OA: 0.0\n  Lateral OA: 0.0\n  PF OA: 0.0\n  Effusion: 0.6\n  Synovitis: 0.6\n  Baker's: 0.6\n  Contusion: 0.6\n  Fracture: 1.0\n","output_type":"stream"}],"execution_count":38},{"cell_type":"markdown","source":"## Step 1 — Language detection on all report-only studies","metadata":{}},{"cell_type":"code","source":"!pip install langdetect --quiet\nfrom langdetect import detect, DetectorFactory\nDetectorFactory.seed = 42\n\n\ndef safe_detect(text):\n    try:\n        return detect(text)\n    except Exception:\n        return \"unknown\"\n\n\nreport_only_df[\"detected_lang\"] = report_only_df[\"Report\"].apply(safe_detect)\nprint(report_only_df[\"detected_lang\"].value_counts().head(10))\n\nweak_en_df = report_only_df[report_only_df[\"detected_lang\"] == \"en\"].copy()\nprint(f\"\\nEnglish report-only studies available for weak labeling: {len(weak_en_df)}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:58:44.435361Z","iopub.execute_input":"2026-09-16T09:58:44.43597Z","iopub.status.idle":"2026-09-16T09:59:05.895839Z","shell.execute_reply.started":"2026-09-16T09:58:44.43594Z","shell.execute_reply":"2026-09-16T09:59:05.8947Z"}},"outputs":[{"name":"stdout","text":"detected_lang\nen    1708\nes     672\ntr     540\nhr     402\nel     318\nde     260\nbg     217\nnl     151\nfr      81\nName: count, dtype: int64\n\nEnglish report-only studies available for weak labeling: 1708\n","output_type":"stream"}],"execution_count":39},{"cell_type":"markdown","source":"## Step 2 — Phase 1 extractor , applied to all English report-only studies","metadata":{}},{"cell_type":"code","source":"import os\nimport re\nimport numpy as np\nimport pandas as pd\nimport cv2\nimport pydicom\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom torch.utils.data import Dataset, DataLoader, ConcatDataset, Subset\nfrom sklearn.model_selection import KFold\nfrom sklearn.metrics import roc_auc_score\nimport torchvision.models as models\nfrom tqdm.auto import tqdm\n\nDEVICE = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\nprint(f\"Using device: {DEVICE}\")\n\nDATA_DIR = \"/kaggle/input/competitions/rsna-knee-abnormality-detection\"\nTRAIN_CSV = os.path.join(DATA_DIR, \"train.csv\")\nTRAIN_SERIES_CSV = os.path.join(DATA_DIR, \"train_series.csv\")\nTRAIN_SERIES_DIR = os.path.join(DATA_DIR, \"train_series\")\nCHECKPOINT_DIR = \"/kaggle/working/checkpoints\"\nos.makedirs(CHECKPOINT_DIR, exist_ok=True)\n\nLABEL_COLS = [\n    \"ACL\", \"MCL\", \"Medial Meniscus\", \"Lateral Meniscus\",\n    \"Medial OA\", \"Lateral OA\", \"PF OA\", \"Effusion\",\n    \"Synovitis\", \"Baker's\", \"Contusion\", \"Fracture\"\n]\n\ntrain_df = pd.read_csv(TRAIN_CSV)\nseries_df = pd.read_csv(TRAIN_SERIES_CSV)\nhas_all_labels = train_df[LABEL_COLS].notna().all(axis=1)\ngold_df = train_df[has_all_labels].copy().set_index(\"StudyInstanceUID\")\nreport_only_df = train_df[~has_all_labels].copy().set_index(\"StudyInstanceUID\")\nprint(f\"Gold-labeled studies: {len(gold_df)}\")\nprint(f\"Report-only studies: {len(report_only_df)}\")\n\n# Phase 1 trust tiers\nLABEL_TRUST_TIERS = {\n    \"high\": [\"ACL\", \"MCL\", \"Lateral Meniscus\", \"Fracture\"],\n    \"medium\": [\"Medial Meniscus\", \"Baker's\", \"Contusion\", \"Effusion\", \"Synovitis\"],\n    \"low_exclude\": [\"Medial OA\", \"Lateral OA\", \"PF OA\"],\n}\nTIER_WEIGHTS = {\"high\": 1.0, \"medium\": 0.6, \"low_exclude\": 0.0}\nLABEL_TIER_WEIGHT = {\n    label: TIER_WEIGHTS[tier]\n    for tier, labels in LABEL_TRUST_TIERS.items()\n    for label in labels\n}\nprint(\"\\nPer-label tier weight:\")\nfor label in LABEL_COLS:\n    print(f\"  {label}: {LABEL_TIER_WEIGHT[label]}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:59:11.042102Z","iopub.execute_input":"2026-09-16T09:59:11.042538Z","iopub.status.idle":"2026-09-16T09:59:11.188671Z","shell.execute_reply.started":"2026-09-16T09:59:11.042505Z","shell.execute_reply":"2026-09-16T09:59:11.188051Z"}},"outputs":[{"name":"stdout","text":"Using device: cuda\nGold-labeled studies: 58\nReport-only studies: 4349\n\nPer-label tier weight:\n  ACL: 1.0\n  MCL: 1.0\n  Medial Meniscus: 0.6\n  Lateral Meniscus: 1.0\n  Medial OA: 0.0\n  Lateral OA: 0.0\n  PF OA: 0.0\n  Effusion: 0.6\n  Synovitis: 0.6\n  Baker's: 0.6\n  Contusion: 0.6\n  Fracture: 1.0\n","output_type":"stream"}],"execution_count":40},{"cell_type":"code","source":"KEYWORDS = {\n    \"ACL\": [\"acl tear\", \"acl rupture\", \"acl injury\", \"acl is ruptu\",\n            \"anterior cruciate ligament tear\", \"anterior cruciate ligament rupture\",\n            \"anterior cruciate ligament injury\"],\n    \"MCL\": [\"mcl tear\", \"mcl sprain\", \"mcl injury\",\n            \"medial collateral ligament tear\", \"medial collateral ligament sprain\",\n            \"medial collateral ligament injury\"],\n    \"Medial Meniscus\": [\"medial meniscus tear\", \"medial meniscal tear\",\n                         \"tear of the medial meniscus\", \"medial meniscus is torn\",\n                         \"medial meniscus torn\"],\n    \"Lateral Meniscus\": [\"lateral meniscus tear\", \"lateral meniscal tear\",\n                          \"tear of the lateral meniscus\", \"lateral meniscus is torn\",\n                          \"lateral meniscus torn\"],\n    \"Medial OA\": [\"medial compartment osteoarthritis\", \"medial tibiofemoral osteoarthritis\",\n                  \"medial compartment osteoarthrosis\", \"medial joint space narrowing\",\n                  \"medial compartment degenerative\", \"medial compartment osteophyte\",\n                  \"medial compartment chondral\", \"medial compartment chondromalacia\",\n                  \"oa of medial compartment\"],\n    \"Lateral OA\": [\"lateral compartment osteoarthritis\", \"lateral tibiofemoral osteoarthritis\",\n                   \"lateral compartment osteoarthrosis\", \"lateral joint space narrowing\",\n                   \"lateral compartment degenerative\", \"lateral compartment osteophyte\",\n                   \"lateral compartment chondral\", \"lateral compartment chondromalacia\",\n                   \"oa of lateral compartment\"],\n    \"PF OA\": [\"patellofemoral osteoarthritis\", \"patellofemoral compartment osteoarthritis\",\n              \"patellofemoral chondrosis\", \"patellofemoral joint space narrowing\",\n              \"patellofemoral degenerative\", \"patellofemoral osteophyte\",\n              \"patellofemoral chondromalacia\"],\n    \"Effusion\": [\"joint effusion\", \"knee effusion\", \"effusion\"],\n    \"Synovitis\": [\"synovitis\", \"synovial thickening\", \"synovial hypertrophy\"],\n    \"Baker's\": [\"baker cyst\", \"baker's cyst\", \"popliteal cyst\"],\n    \"Contusion\": [\"bone contusion\", \"bone bruise\", \"osseous contusion\", \"marrow edema pattern\"],\n    \"Fracture\": [\"fracture\"],\n}\n\nSTRUCTURE_NAMES = {\n    \"ACL\": [\"acl\", \"anterior cruciate ligament\"],\n    \"MCL\": [\"mcl\", \"medial collateral ligament\"],\n    \"Medial Meniscus\": [\"medial meniscus\"],\n    \"Lateral Meniscus\": [\"lateral meniscus\"],\n}\nNORMAL_ADJECTIVES = [\"intact\", \"normal\", \"preserved\", \"unremarkable\"]\n\n\ndef build_normal_phrases():\n    normal_phrases = {}\n    for label, names in STRUCTURE_NAMES.items():\n        phrases = []\n        for name in names:\n            for adj in NORMAL_ADJECTIVES:\n                phrases += [f\"{name} is {adj}\", f\"{name}: {adj}\", f\"{name} {adj}\", f\"{name} appears {adj}\"]\n        normal_phrases[label] = phrases\n    return normal_phrases\n\n\nNORMAL_PHRASES = build_normal_phrases()\nNEGATION_CUES = [\n    \"no\", \"no evidence of\", \"without\", \"negative for\", \"not seen\", \"no acute\",\n    \"no significant\", \"no definite\", \"absent\", \"rule out\", \"r/o\", \"unremarkable for\", \"not\"\n]\nNEGATION_WINDOW_WORDS = 6\nSENTENCE_SPLIT_RE = re.compile(r\"[.\\n;]+\")\n\n\ndef extract_label(report_text, phrases, normal_phrases=None):\n    sentences = SENTENCE_SPLIT_RE.split(report_text.lower())\n    found_positive, found_negative = False, False\n    for sentence in sentences:\n        if normal_phrases:\n            for np_phrase in normal_phrases:\n                if np_phrase in sentence:\n                    found_negative = True\n        for phrase in phrases:\n            idx = sentence.find(phrase)\n            if idx != -1:\n                preceding = sentence[:idx]\n                preceding_words = preceding.split()[-NEGATION_WINDOW_WORDS:]\n                preceding_str = \" \".join(preceding_words)\n                is_negated = any(cue in preceding_str for cue in NEGATION_CUES)\n                if is_negated:\n                    found_negative = True\n                else:\n                    found_positive = True\n    if found_positive:\n        return 1\n    if found_negative:\n        return 0\n    return None\n\n\ndef extract_all_labels(report_text):\n    return {label: extract_label(report_text, phrases, NORMAL_PHRASES.get(label))\n            for label, phrases in KEYWORDS.items()}\n\n\nextracted = weak_en_df[\"Report\"].apply(extract_all_labels)\nweak_extracted_df = pd.DataFrame(list(extracted))\nweak_extracted_df.index = weak_en_df.index\nprint(f\"Weak labels extracted for {len(weak_extracted_df)} studies.\")\nweak_extracted_df.head()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:59:16.435426Z","iopub.execute_input":"2026-09-16T09:59:16.436187Z","iopub.status.idle":"2026-09-16T09:59:17.921105Z","shell.execute_reply.started":"2026-09-16T09:59:16.436156Z","shell.execute_reply":"2026-09-16T09:59:17.920478Z"}},"outputs":[{"name":"stdout","text":"Weak labels extracted for 1708 studies.\n","output_type":"stream"},{"execution_count":41,"output_type":"execute_result","data":{"text/plain":"                                                    ACL  MCL  Medial Meniscus  \\\nStudyInstanceUID                                                                \n1.2.826.0.1.3680043.8.498.100096392031707502741...  NaN  NaN              NaN   \n1.2.826.0.1.3680043.8.498.100187492563162875428...  NaN  NaN              NaN   \n1.2.826.0.1.3680043.8.498.100257657427261809885...  NaN  NaN              NaN   \n1.2.826.0.1.3680043.8.498.100264108652983488181...  NaN  NaN              NaN   \n1.2.826.0.1.3680043.8.498.100295200339579680440...  NaN  NaN              NaN   \n\n                                                    Lateral Meniscus  \\\nStudyInstanceUID                                                       \n1.2.826.0.1.3680043.8.498.100096392031707502741...               NaN   \n1.2.826.0.1.3680043.8.498.100187492563162875428...               NaN   \n1.2.826.0.1.3680043.8.498.100257657427261809885...               NaN   \n1.2.826.0.1.3680043.8.498.100264108652983488181...               NaN   \n1.2.826.0.1.3680043.8.498.100295200339579680440...               NaN   \n\n                                                    Medial OA  Lateral OA  \\\nStudyInstanceUID                                                            \n1.2.826.0.1.3680043.8.498.100096392031707502741...        NaN         NaN   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        NaN         NaN   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        NaN         NaN   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        NaN         NaN   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        NaN         NaN   \n\n                                                    PF OA  Effusion  \\\nStudyInstanceUID                                                      \n1.2.826.0.1.3680043.8.498.100096392031707502741...    NaN       0.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...    NaN       1.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...    NaN       1.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...    NaN       1.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...    NaN       1.0   \n\n                                                    Synovitis  Baker's  \\\nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        NaN      NaN   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        NaN      NaN   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        1.0      NaN   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        NaN      NaN   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        1.0      NaN   \n\n                                                    Contusion  Fracture  \nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.0       0.0  \n1.2.826.0.1.3680043.8.498.100187492563162875428...        NaN       NaN  \n1.2.826.0.1.3680043.8.498.100257657427261809885...        1.0       1.0  \n1.2.826.0.1.3680043.8.498.100264108652983488181...        NaN       NaN  \n1.2.826.0.1.3680043.8.498.100295200339579680440...        1.0       NaN  ","text/html":"<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>ACL</th>\n      <th>MCL</th>\n      <th>Medial Meniscus</th>\n      <th>Lateral Meniscus</th>\n      <th>Medial OA</th>\n      <th>Lateral OA</th>\n      <th>PF OA</th>\n      <th>Effusion</th>\n      <th>Synovitis</th>\n      <th>Baker's</th>\n      <th>Contusion</th>\n      <th>Fracture</th>\n    </tr>\n    <tr>\n      <th>StudyInstanceUID</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>1.2.826.0.1.3680043.8.498.10009639203170750274174707434356622764</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>0.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>0.0</td>\n      <td>0.0</td>\n    </tr>\n    <tr>\n      <th>1.2.826.0.1.3680043.8.498.10018749256316287542884435387067561101</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1.2.826.0.1.3680043.8.498.10025765742726180988537955593315007559</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>1.0</td>\n    </tr>\n    <tr>\n      <th>1.2.826.0.1.3680043.8.498.10026410865298348818136520318965356394</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1.2.826.0.1.3680043.8.498.10029520033957968044048068502185417806</th>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>1.0</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"},"metadata":{}}],"execution_count":41},{"cell_type":"markdown","source":"## Step 3 — Build unified (target, mask) tables for gold + weak studies","metadata":{}},{"cell_type":"code","source":"def build_gold_targets(gold_df):\n    target = gold_df[LABEL_COLS].astype(np.float32)\n    mask = pd.DataFrame(1.0, index=gold_df.index, columns=LABEL_COLS)\n    return target, mask\n\n\ndef build_weak_targets(weak_extracted_df):\n    target = pd.DataFrame(0.5, index=weak_extracted_df.index, columns=LABEL_COLS, dtype=np.float32)\n    mask = pd.DataFrame(0.0, index=weak_extracted_df.index, columns=LABEL_COLS, dtype=np.float32)\n    for label in LABEL_COLS:\n        tier_weight = LABEL_TIER_WEIGHT[label]\n        if tier_weight == 0.0:\n            continue  # low_exclude tier: never use weak signal for this label\n        extracted_vals = weak_extracted_df[label]\n        has_signal = extracted_vals.notna()\n        # soft target: 0.5 nudged toward 0 or 1 by the tier's confidence\n        soft_val = 0.5 + (extracted_vals - 0.5) * tier_weight\n        target.loc[has_signal, label] = soft_val[has_signal].astype(np.float32)\n        mask.loc[has_signal, label] = 1.0\n    return target, mask\n\n\ngold_target, gold_mask = build_gold_targets(gold_df)\nweak_target, weak_mask = build_weak_targets(weak_extracted_df)\n\nprint(\"Weak target sample:\")\nprint(weak_target.head())\nprint(\"\\nWeak mask sample (1 = label used in loss for this study):\")\nprint(weak_mask.head())\nprint(f\"\\nAverage mask coverage per label (weak studies):\")\nprint(weak_mask.mean().round(3))","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:59:30.192335Z","iopub.execute_input":"2026-09-16T09:59:30.193057Z","iopub.status.idle":"2026-09-16T09:59:30.226257Z","shell.execute_reply.started":"2026-09-16T09:59:30.19298Z","shell.execute_reply":"2026-09-16T09:59:30.225372Z"}},"outputs":[{"name":"stdout","text":"Weak target sample:\n                                                    ACL  MCL  Medial Meniscus  \\\nStudyInstanceUID                                                                \n1.2.826.0.1.3680043.8.498.100096392031707502741...  0.5  0.5              0.5   \n1.2.826.0.1.3680043.8.498.100187492563162875428...  0.5  0.5              0.5   \n1.2.826.0.1.3680043.8.498.100257657427261809885...  0.5  0.5              0.5   \n1.2.826.0.1.3680043.8.498.100264108652983488181...  0.5  0.5              0.5   \n1.2.826.0.1.3680043.8.498.100295200339579680440...  0.5  0.5              0.5   \n\n                                                    Lateral Meniscus  \\\nStudyInstanceUID                                                       \n1.2.826.0.1.3680043.8.498.100096392031707502741...               0.5   \n1.2.826.0.1.3680043.8.498.100187492563162875428...               0.5   \n1.2.826.0.1.3680043.8.498.100257657427261809885...               0.5   \n1.2.826.0.1.3680043.8.498.100264108652983488181...               0.5   \n1.2.826.0.1.3680043.8.498.100295200339579680440...               0.5   \n\n                                                    Medial OA  Lateral OA  \\\nStudyInstanceUID                                                            \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.5         0.5   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.5         0.5   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        0.5         0.5   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.5         0.5   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        0.5         0.5   \n\n                                                    PF OA  Effusion  \\\nStudyInstanceUID                                                      \n1.2.826.0.1.3680043.8.498.100096392031707502741...    0.5       0.2   \n1.2.826.0.1.3680043.8.498.100187492563162875428...    0.5       0.8   \n1.2.826.0.1.3680043.8.498.100257657427261809885...    0.5       0.8   \n1.2.826.0.1.3680043.8.498.100264108652983488181...    0.5       0.8   \n1.2.826.0.1.3680043.8.498.100295200339579680440...    0.5       0.8   \n\n                                                    Synovitis  Baker's  \\\nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.5      0.5   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.5      0.5   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        0.8      0.5   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.5      0.5   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        0.8      0.5   \n\n                                                    Contusion  Fracture  \nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.2       0.0  \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.5       0.5  \n1.2.826.0.1.3680043.8.498.100257657427261809885...        0.8       1.0  \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.5       0.5  \n1.2.826.0.1.3680043.8.498.100295200339579680440...        0.8       0.5  \n\nWeak mask sample (1 = label used in loss for this study):\n                                                    ACL  MCL  Medial Meniscus  \\\nStudyInstanceUID                                                                \n1.2.826.0.1.3680043.8.498.100096392031707502741...  0.0  0.0              0.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...  0.0  0.0              0.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...  0.0  0.0              0.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...  0.0  0.0              0.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...  0.0  0.0              0.0   \n\n                                                    Lateral Meniscus  \\\nStudyInstanceUID                                                       \n1.2.826.0.1.3680043.8.498.100096392031707502741...               0.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...               0.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...               0.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...               0.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...               0.0   \n\n                                                    Medial OA  Lateral OA  \\\nStudyInstanceUID                                                            \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.0         0.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.0         0.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        0.0         0.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.0         0.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        0.0         0.0   \n\n                                                    PF OA  Effusion  \\\nStudyInstanceUID                                                      \n1.2.826.0.1.3680043.8.498.100096392031707502741...    0.0       1.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...    0.0       1.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...    0.0       1.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...    0.0       1.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...    0.0       1.0   \n\n                                                    Synovitis  Baker's  \\\nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        0.0      0.0   \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.0      0.0   \n1.2.826.0.1.3680043.8.498.100257657427261809885...        1.0      0.0   \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.0      0.0   \n1.2.826.0.1.3680043.8.498.100295200339579680440...        1.0      0.0   \n\n                                                    Contusion  Fracture  \nStudyInstanceUID                                                         \n1.2.826.0.1.3680043.8.498.100096392031707502741...        1.0       1.0  \n1.2.826.0.1.3680043.8.498.100187492563162875428...        0.0       0.0  \n1.2.826.0.1.3680043.8.498.100257657427261809885...        1.0       1.0  \n1.2.826.0.1.3680043.8.498.100264108652983488181...        0.0       0.0  \n1.2.826.0.1.3680043.8.498.100295200339579680440...        1.0       0.0  \n\nAverage mask coverage per label (weak studies):\nACL                 0.181\nMCL                 0.199\nMedial Meniscus     0.312\nLateral Meniscus    0.372\nMedial OA           0.000\nLateral OA          0.000\nPF OA               0.000\nEffusion            0.904\nSynovitis           0.170\nBaker's             0.511\nContusion           0.335\nFracture            0.347\ndtype: float32\n","output_type":"stream"}],"execution_count":44},{"cell_type":"markdown","source":"## Step 4 — Dataset class supporting (target, mask) pairs","metadata":{}},{"cell_type":"code","source":"IMG_SIZE = 224\nN_SLICES = 32\nTARGET_SPACING_MM = 0.5\nPLANE_TO_IDX = {\"Sagittal\": 0, \"Coronal\": 1, \"Axial\": 2}\nPAD_PLANE_IDX = 3\nMAX_SERIES = 8\n\n\ndef resample_to_target_spacing(image, pixel_spacing, target_spacing=TARGET_SPACING_MM):\n    scale_y = pixel_spacing[0] / target_spacing\n    scale_x = pixel_spacing[1] / target_spacing\n    new_h = max(1, int(round(image.shape[0] * scale_y)))\n    new_w = max(1, int(round(image.shape[1] * scale_x)))\n    return cv2.resize(image, (new_w, new_h), interpolation=cv2.INTER_AREA)\n\n\ndef center_crop_or_pad(image, size):\n    h, w = image.shape\n    canvas = np.zeros((size, size), dtype=image.dtype)\n    dst_y0, dst_x0 = max((size - h) // 2, 0), max((size - w) // 2, 0)\n    src_y0, src_x0 = max((h - size) // 2, 0), max((w - size) // 2, 0)\n    copy_h, copy_w = min(h, size), min(w, size)\n    canvas[dst_y0:dst_y0 + copy_h, dst_x0:dst_x0 + copy_w] = \\\n        image[src_y0:src_y0 + copy_h, src_x0:src_x0 + copy_w]\n    return canvas\n\n\ndef load_series_tensor(series_path, img_size=IMG_SIZE, n_slices=N_SLICES):\n    dcm_files = sorted([f for f in os.listdir(series_path) if f.endswith(\".dcm\")])\n    if not dcm_files:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order = []\n    for f in dcm_files:\n        try:\n            ds = pydicom.dcmread(os.path.join(series_path, f))\n            order_key = int(getattr(ds, \"InstanceNumber\", 0))\n            pixel_spacing = getattr(ds, \"PixelSpacing\", None)\n            raw = ds.pixel_array.astype(np.float32)\n            if pixel_spacing is not None:\n                raw = resample_to_target_spacing(raw, [float(pixel_spacing[0]), float(pixel_spacing[1])])\n            slices_with_order.append((order_key, raw))\n        except Exception:\n            continue\n    if not slices_with_order:\n        return np.zeros((n_slices, img_size, img_size), dtype=np.float32)\n    slices_with_order.sort(key=lambda x: x[0])\n    raw_slices = [s[1] for s in slices_with_order]\n    n_available = len(raw_slices)\n    if n_available >= n_slices:\n        sample_idx = np.linspace(0, n_available - 1, n_slices).astype(int)\n        chosen = [raw_slices[i] for i in sample_idx]\n    else:\n        chosen = raw_slices\n    processed = []\n    for sl in chosen:\n        cropped = center_crop_or_pad(sl, img_size)\n        sl_min, sl_max = cropped.min(), cropped.max()\n        normalized = (cropped - sl_min) / (sl_max - sl_min) if sl_max > sl_min else np.zeros_like(cropped)\n        processed.append(normalized.astype(np.float32))\n    while len(processed) < n_slices:\n        processed.append(np.zeros((img_size, img_size), dtype=np.float32))\n    return np.stack(processed, axis=0)\n\n\nclass WeightedKneeStudyDataset(Dataset):\n    def __init__(self, study_ids, series_df, series_dir, target_df, mask_df,\n                 max_series=MAX_SERIES, label_cols=LABEL_COLS):\n        self.study_ids = list(study_ids)\n        self.series_df = series_df\n        self.series_dir = series_dir\n        self.target_df = target_df\n        self.mask_df = mask_df\n        self.max_series = max_series\n        self.label_cols = label_cols\n\n    def __len__(self):\n        return len(self.study_ids)\n\n    def __getitem__(self, idx):\n        study_id = self.study_ids[idx]\n        rows = self.series_df[self.series_df[\"StudyInstanceUID\"] == study_id]\n        tensors, plane_ids = [], []\n        for _, row in rows.iterrows():\n            if len(tensors) >= self.max_series:\n                break\n            series_path = os.path.join(self.series_dir, study_id, row[\"SeriesInstanceUID\"])\n            tensors.append(load_series_tensor(series_path))\n            plane_ids.append(PLANE_TO_IDX.get(row[\"Anatomical_Plane\"], PAD_PLANE_IDX))\n        while len(tensors) < self.max_series:\n            tensors.append(np.zeros((N_SLICES, IMG_SIZE, IMG_SIZE), dtype=np.float32))\n            plane_ids.append(PAD_PLANE_IDX)\n        series_stack = np.stack(tensors, axis=0)\n        plane_ids = np.array(plane_ids, dtype=np.int64)\n        target = self.target_df.loc[study_id, self.label_cols].values.astype(np.float32)\n        mask = self.mask_df.loc[study_id, self.label_cols].values.astype(np.float32)\n        return (torch.from_numpy(series_stack), torch.from_numpy(plane_ids),\n                torch.from_numpy(target), torch.from_numpy(mask))\n\n\nprint(\"WeightedKneeStudyDataset ready.\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:59:46.338475Z","iopub.execute_input":"2026-09-16T09:59:46.338916Z","iopub.status.idle":"2026-09-16T09:59:46.356714Z","shell.execute_reply.started":"2026-09-16T09:59:46.338885Z","shell.execute_reply":"2026-09-16T09:59:46.355584Z"}},"outputs":[{"name":"stdout","text":"WeightedKneeStudyDataset ready.\n","output_type":"stream"}],"execution_count":49},{"cell_type":"markdown","source":"## Step 5 — Model (same as Phase 3/4) and masked loss","metadata":{}},{"cell_type":"code","source":"class AttentionPool(nn.Module):\n    def __init__(self, dim):\n        super().__init__()\n        self.score = nn.Linear(dim, 1)\n\n    def forward(self, x, mask=None):\n        scores = self.score(x).squeeze(-1)\n        if mask is not None:\n            scores = scores.masked_fill(~mask, float(\"-inf\"))\n        weights = torch.softmax(scores, dim=1).unsqueeze(-1)\n        return (x * weights).sum(dim=1)\n\n\nclass KneeStudyModel(nn.Module):\n    def __init__(self, n_labels=12, plane_embed_dim=16, n_planes=4):\n        super().__init__()\n        backbone = models.resnet18(weights=models.ResNet18_Weights.IMAGENET1K_V1)\n        self.backbone = nn.Sequential(*list(backbone.children())[:-1])\n        self.backbone_dim = 512\n        self.slice_pool = AttentionPool(self.backbone_dim)\n        self.plane_embed = nn.Embedding(n_planes, plane_embed_dim)\n        self.series_pool = AttentionPool(self.backbone_dim + plane_embed_dim)\n        self.classifier = nn.Linear(self.backbone_dim + plane_embed_dim, n_labels)\n\n    def forward(self, series_stack, plane_ids):\n        B, S, D, H, W = series_stack.shape\n        x = series_stack.view(B * S * D, 1, H, W).repeat(1, 3, 1, 1)\n        with torch.no_grad():  # frozen backbone — see Phase 4 OOM fix\n            slice_embeds = self.backbone(x).view(B, S, D, self.backbone_dim)\n        series_embeds = torch.stack(\n            [self.slice_pool(slice_embeds[:, s, :, :]) for s in range(S)], dim=1\n        )\n        plane_embeds = self.plane_embed(plane_ids)\n        series_embeds = torch.cat([series_embeds, plane_embeds], dim=-1)\n        valid_mask = plane_ids != PAD_PLANE_IDX\n        study_embed = self.series_pool(series_embeds, mask=valid_mask)\n        return self.classifier(study_embed)\n\n\ndef masked_bce_loss(logits, target, mask):\n    per_element = F.binary_cross_entropy_with_logits(logits, target, reduction=\"none\")\n    masked = per_element * mask\n    denom = mask.sum().clamp(min=1.0)\n    return masked.sum() / denom\n\n\nprint(\"Model and masked loss ready.\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:59:57.290557Z","iopub.execute_input":"2026-09-16T09:59:57.291358Z","iopub.status.idle":"2026-09-16T09:59:57.3019Z","shell.execute_reply.started":"2026-09-16T09:59:57.291327Z","shell.execute_reply":"2026-09-16T09:59:57.300807Z"}},"outputs":[{"name":"stdout","text":"Model and masked loss ready.\n","output_type":"stream"}],"execution_count":53},{"cell_type":"markdown","source":"## Step 6 — Combine gold-train + weak studies; keep gold-val untouched","metadata":{}},{"cell_type":"code","source":"gold_study_ids = gold_df.index.tolist()\nkf = KFold(n_splits=5, shuffle=True, random_state=42)\nsplits = list(kf.split(gold_study_ids))\ntrain_idx, val_idx = splits[0]\ngold_train_ids = [gold_study_ids[i] for i in train_idx]\ngold_val_ids = [gold_study_ids[i] for i in val_idx]\n\ngold_train_dataset = WeightedKneeStudyDataset(\n    gold_train_ids, series_df, TRAIN_SERIES_DIR, gold_target, gold_mask\n)\ngold_val_dataset = WeightedKneeStudyDataset(\n    gold_val_ids, series_df, TRAIN_SERIES_DIR, gold_target, gold_mask\n)\nweak_train_dataset = WeightedKneeStudyDataset(\n    weak_target.index.tolist(), series_df, TRAIN_SERIES_DIR, weak_target, weak_mask\n)\n\ncombined_train_dataset = ConcatDataset([gold_train_dataset, weak_train_dataset])\n\nprint(f\"Gold train: {len(gold_train_dataset)}, Weak train: {len(weak_train_dataset)}, \"\n      f\"Combined train: {len(combined_train_dataset)}\")\nprint(f\"Validation (gold only, unchanged from Phase 4): {len(gold_val_dataset)}\")\n\ntrain_loader = DataLoader(combined_train_dataset, batch_size=2, shuffle=True, num_workers=2)\nval_loader = DataLoader(gold_val_dataset, batch_size=2, shuffle=False, num_workers=2)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T10:00:07.36334Z","iopub.execute_input":"2026-09-16T10:00:07.36413Z","iopub.status.idle":"2026-09-16T10:00:07.371754Z","shell.execute_reply.started":"2026-09-16T10:00:07.364083Z","shell.execute_reply":"2026-09-16T10:00:07.370784Z"}},"outputs":[{"name":"stdout","text":"Gold train: 46, Weak train: 1708, Combined train: 1754\nValidation (gold only, unchanged from Phase 4): 12\n","output_type":"stream"}],"execution_count":57},{"cell_type":"markdown","source":"## Step 7 — Train on combined data, evaluate on the same gold validation fold","metadata":{}},{"cell_type":"code","source":"model = KneeStudyModel().to(DEVICE)\noptimizer = torch.optim.AdamW(model.parameters(), lr=1e-4)\ntorch.cuda.empty_cache()\n\nCHECKPOINT_PATH = os.path.join(CHECKPOINT_DIR, \"phase5_weak_supervised.pt\")\n\n\ndef save_checkpoint(model, optimizer, epoch, path):\n    torch.save({\"epoch\": epoch, \"model_state\": model.state_dict(),\n                \"optimizer_state\": optimizer.state_dict()}, path)\n\n\ndef load_checkpoint(model, optimizer, path):\n    if not os.path.exists(path):\n        return 0\n    ckpt = torch.load(path, map_location=DEVICE)\n    model.load_state_dict(ckpt[\"model_state\"])\n    optimizer.load_state_dict(ckpt[\"optimizer_state\"])\n    print(f\"Resumed from checkpoint at epoch {ckpt['epoch']}\")\n    return ckpt[\"epoch\"] + 1\n\n\ndef train_one_epoch(model, loader, optimizer):\n    model.train()\n    total_loss, n = 0.0, 0\n    for series_stack, plane_ids, target, mask in tqdm(loader, desc=\"train\", leave=False):\n        series_stack, plane_ids = series_stack.to(DEVICE), plane_ids.to(DEVICE)\n        target, mask = target.to(DEVICE), mask.to(DEVICE)\n        optimizer.zero_grad()\n        logits = model(series_stack, plane_ids)\n        loss = masked_bce_loss(logits, target, mask)\n        loss.backward()\n        optimizer.step()\n        total_loss += loss.item() * series_stack.size(0)\n        n += series_stack.size(0)\n    return total_loss / n\n\n\n@torch.no_grad()\ndef evaluate(model, loader):\n    model.eval()\n    total_loss, n = 0.0, 0\n    all_logits, all_targets = [], []\n    for series_stack, plane_ids, target, mask in tqdm(loader, desc=\"val\", leave=False):\n        series_stack, plane_ids = series_stack.to(DEVICE), plane_ids.to(DEVICE)\n        target, mask = target.to(DEVICE), mask.to(DEVICE)\n        logits = model(series_stack, plane_ids)\n        loss = masked_bce_loss(logits, target, mask)\n        total_loss += loss.item() * series_stack.size(0)\n        n += series_stack.size(0)\n        all_logits.append(logits.cpu())\n        all_targets.append(target.cpu())\n    return total_loss / n, torch.cat(all_logits), torch.cat(all_targets)\n\n\n# num_workers=0 -> avoids the DataLoader worker cleanup error in notebook environments\ntrain_loader = DataLoader(combined_train_dataset, batch_size=2, shuffle=True, num_workers=0)\nval_loader = DataLoader(gold_val_dataset, batch_size=2, shuffle=False, num_workers=0)\n\nstart_epoch = load_checkpoint(model, optimizer, CHECKPOINT_PATH)\nN_EPOCHS = 3\n\nfor epoch in range(start_epoch, N_EPOCHS):\n    train_loss = train_one_epoch(model, train_loader, optimizer)\n    val_loss, val_logits, val_targets = evaluate(model, val_loader)\n    print(f\"Epoch {epoch + 1}/{N_EPOCHS} — train_loss: {train_loss:.4f}, val_loss: {val_loss:.4f}\")\n    save_checkpoint(model, optimizer, epoch, CHECKPOINT_PATH)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T10:00:10.598822Z","iopub.execute_input":"2026-09-16T10:00:10.599438Z"}},"outputs":[{"output_type":"display_data","data":{"text/plain":"train:   0%|          | 0/877 [00:00<?, ?it/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":""}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"val:   0%|          | 0/6 [00:00<?, ?it/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":""}},"metadata":{}},{"name":"stdout","text":"Epoch 1/3 — train_loss: 0.6256, val_loss: 0.6305\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"train:   0%|          | 0/877 [00:00<?, ?it/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"0ffa7fc7fc4a454fb5cacb5af8572c64"}},"metadata":{}}],"execution_count":null},{"cell_type":"markdown","source":"## Step 8 — Macro ROC-AUC, compared to the Phase 4 gold-only baseline (0.512)","metadata":{}},{"cell_type":"code","source":"val_probs = torch.sigmoid(val_logits).numpy()\nval_true = val_targets.numpy()  # gold val set: targets here are the real 0/1 labels\n\nper_label_auc = {}\nfor i, label in enumerate(LABEL_COLS):\n    y_true = val_true[:, i]\n    y_score = val_probs[:, i]\n    if len(np.unique(y_true)) < 2:\n        per_label_auc[label] = None\n        continue\n    per_label_auc[label] = roc_auc_score(y_true, y_score)\n\nvalid_aucs = [v for v in per_label_auc.values() if v is not None]\nmacro_auc = np.mean(valid_aucs) if valid_aucs else float(\"nan\")\n\nprint(\"Per-label AUC (validation fold):\")\nfor label, auc in per_label_auc.items():\n    print(f\"  {label}: {auc:.3f}\" if auc is not None else f\"  {label}: undefined (single class in val fold)\")\n\nprint(f\"\\nMacro AUC (Phase 5, gold+weak training): {macro_auc:.3f}\")\nprint(f\"Macro AUC (Phase 4, gold-only baseline):  0.512\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:53:51.435109Z","iopub.status.idle":"2026-09-16T09:53:51.435464Z","shell.execute_reply.started":"2026-09-16T09:53:51.435285Z","shell.execute_reply":"2026-09-16T09:53:51.435307Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"# RSNA Knee Abnormality Detection — Phase 6: Submission Pipeline","metadata":{}},{"cell_type":"markdown","source":"## Step 1 — Export trained model (no-internet-safe for submission)","metadata":{}},{"cell_type":"code","source":"import os\nimport torch\n\nEXPORT_DIR = \"/kaggle/working/final_model\"\nos.makedirs(EXPORT_DIR, exist_ok=True)\nEXPORT_PATH = os.path.join(EXPORT_DIR, \"knee_model_full.pt\")\n\ntorch.save(model.state_dict(), EXPORT_PATH)\nprint(f\"Full model (including backbone) saved to {EXPORT_PATH}\")\nprint(f\"File size: {os.path.getsize(EXPORT_PATH) / 1e6:.1f} MB\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-09-16T09:53:51.437468Z","iopub.status.idle":"2026-09-16T09:53:51.438007Z","shell.execute_reply.started":"2026-09-16T09:53:51.437873Z","shell.execute_reply":"2026-09-16T09:53:51.43789Z"}},"outputs":[],"execution_count":null}]}