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      "ref": "lichengxiang2596/resnet-cancer",
      "title": "Resnet_cancer",
      "source": "live"
    },
    {
      "ref": "naveedulattock/cancer-classification-ipynb",
      "title": "cancer_classification.ipynb",
      "source": "live"
    },
    {
      "ref": "mizuny/ubc-fine-tuning-with-loss-for-class-imbalance",
      "title": "🔬UBC: Fine-tuning with Loss for Class Imbalance🔬",
      "source": "live"
    },
    {
      "ref": "emiz6413/neural-image-compression-with-barlowtwins",
      "title": "Neural image compression with BarlowTwins",
      "source": "live"
    },
    {
      "ref": "adityaparikh668/xgb-feature-extractor-resnet18-right",
      "title": "XGB + feature extractor (resnet18)-> 🤔 Right !!?",
      "source": "live"
    },
    {
      "ref": "adityaparikh668/mobilenet-concatenated-tiles-personal-best",
      "title": "👋🏽MobileNet + concatenated-tiles - Personal Best",
      "source": "live"
    },
    {
      "ref": "awawaz/231122-densenet121",
      "title": "231122_ローカルでのDenseNet121の実行例",
      "source": "live"
    },
    {
      "ref": "serhiikharchuk/trythisnew",
      "title": "trythisnew",
      "source": "live"
    },
    {
      "ref": "chengmingze234/fork-of-number2",
      "title": "Fork of number2",
      "source": "live"
    },
    {
      "ref": "yusaku5739/image-normalization-with-histogram-matching",
      "title": "Image normalization with histogram matching",
      "source": "live"
    },
    {
      "ref": "jayshrivastava/ovarian-cancer",
      "title": "Ovarian Cancer",
      "source": "live"
    },
    {
      "ref": "rangtang/download-updated-data-using-kaggle-api",
      "title": "Download updated data using kaggle api",
      "source": "live"
    },
    {
      "ref": "ngnmwt/ubc-ocean-eda-rna-hla-mhc-predict-cancer",
      "title": "＄Ubc ocean[EDA  RNA  HLA MHC Predict cancer]",
      "source": "live"
    },
    {
      "ref": "slaine22/project23",
      "title": "project23",
      "source": "live"
    },
    {
      "ref": "jirkaborovec/cancer-subtype-cut-wsi-tiles-mask-0-25x",
      "title": "Cancer🔬Subtype: cut 🖽 WSI -> tiles+mask | 0.25x ",
      "source": "live"
    },
    {
      "ref": "holmes0610/ubc-inference-baseline",
      "title": "[UBC]Inference Baseline",
      "source": "live"
    },
    {
      "ref": "pjmathematician/ocean-segmentation-thumbnails",
      "title": "OCEAN_Segmentation_Thumbnails",
      "source": "live"
    },
    {
      "ref": "clearwaterkzk/ubc-viz-overlay-mask-tile-on-image-tile",
      "title": "[UBC] Viz: Overlay mask_tile on image_tile",
      "source": "live"
    },
    {
      "ref": "seojunelee/efficientnet-thumbnails",
      "title": "EfficientNet-thumbnails",
      "source": "live"
    },
    {
      "ref": "yuto0712/view-annotation-file",
      "title": "view annotation file",
      "source": "live"
    },
    {
      "ref": "yuan368858/ubc-ocean-generate-tiles-for-training",
      "title": "UBC-OCEAN: Generate tiles for training",
      "source": "live"
    },
    {
      "ref": "raghadalenazi/kaggle-competion",
      "title": "kaggle competion",
      "source": "live"
    },
    {
      "ref": "chengmingze234/testubc",
      "title": "testubc",
      "source": "live"
    },
    {
      "ref": "seojunelee/ovarian-cancer-crop",
      "title": "Ovarian Cancer Crop",
      "source": "live"
    },
    {
      "ref": "kiseki0762/baseline",
      "title": "baseline",
      "source": "live"
    },
    {
      "ref": "emiz6413/neural-image-compression-with-vae",
      "title": "Neural image compression with VAE",
      "source": "live"
    },
    {
      "ref": "rainfalllove/12h-is-not-enough",
      "title": "12h is not enough !",
      "source": "live"
    },
    {
      "ref": "dantee/lunit-attention-mil-inference-for-ovarian-cancer",
      "title": "Lunit + Attention MIL Inference for Ovarian Cancer",
      "source": "live"
    },
    {
      "ref": "naveedulattock/notebook4e757defb3",
      "title": "notebook4e757defb3",
      "source": "live"
    },
    {
      "ref": "dhinkris/patch-extraction-based-on-k-means-clustering",
      "title": "Patch extraction based on K-Means Clustering",
      "source": "live"
    },
    {
      "ref": "samu2505/ubc-smart-fasttiles",
      "title": "UBC-Smart&FastTiles",
      "source": "live"
    },
    {
      "ref": "dhinkris/dk-resnet50",
      "title": "DK_resnet50",
      "source": "live"
    },
    {
      "ref": "dhinkris/xgboost-baseline-using-resnet50-k-means",
      "title": "XGBoost baseline (using ResNet50 + K-Means)",
      "source": "live"
    },
    {
      "ref": "emiz6413/save-stratified-split-to-csv",
      "title": "Save Stratified Split to csv",
      "source": "live"
    },
    {
      "ref": "dinkelma/notebooke742149a85",
      "title": "notebooke742149a85",
      "source": "live"
    },
    {
      "ref": "k122215awaisahmed/notebook6fb27da767",
      "title": "notebook6fb27da767",
      "source": "live"
    },
    {
      "ref": "qyfauto/ubc-infer-cnn-crop-resize-thumbnails-9dcc0f",
      "title": "[UBC] infer CNN Crop&Resize thumbnails 9dcc0f",
      "source": "live"
    },
    {
      "ref": "profpratham/making-tiles-and-tfr-record-100-to-150",
      "title": "making tiles and tfr record 100 to 150",
      "source": "live"
    },
    {
      "ref": "dhinkris/robust-feature-extraction-resnet-k-means-t-sne",
      "title": "Robust Feature Extraction (ResNet+K-means+t-SNE)",
      "source": "live"
    },
    {
      "ref": "cymcym/ubc-submission",
      "title": "UBC submission",
      "source": "live"
    },
    {
      "ref": "samu2505/help-inference-submission-scoring-error",
      "title": "Help-Inference-Submission-scoring-error",
      "source": "live"
    },
    {
      "ref": "enricomanosperti/ubc-ovarian-cancer-subtype",
      "title": "UBC Ovarian Cancer Subtype",
      "source": "live"
    },
    {
      "ref": "gunesevitan/ubc-ocean-inference",
      "title": "UBC-OCEAN - Inference",
      "source": "live"
    },
    {
      "ref": "kenc1995/duplicate-check-by-image-hash",
      "title": "Duplicate check by image hash.",
      "source": "live"
    },
    {
      "ref": "fernandapratama/ovarian-cancer-clf-cropping-efficientnet",
      "title": "Ovarian Cancer Clf (Cropping+efficientnet)",
      "source": "live"
    },
    {
      "ref": "manasjohri/ubc-ocean-inffer",
      "title": "UBC_OCEAN_Inffer",
      "source": "live"
    },
    {
      "ref": "emiz6413/image-colorfulness-to-filter-uninformative-patches",
      "title": "Image colorfulness to filter uninformative patches",
      "source": "live"
    },
    {
      "ref": "sandeshbashyal/patches",
      "title": "Patches",
      "source": "live"
    },
    {
      "ref": "woodmanaigret/cancer-subtype-lightning-caps",
      "title": "Cancer🔬Subtype: Lightning-Caps",
      "source": "live"
    },
    {
      "ref": "jirkaborovec/cancer-subtype-lit-torch-infer-tiles-parallel",
      "title": "Cancer🔬Subtype: Lit⚡Torch [infer|tiles|parallel]",
      "source": "live"
    },
    {
      "ref": "kilmtoki/submission-csv",
      "title": "submission.csv",
      "source": "live"
    },
    {
      "ref": "fernandapratama/ovarian-cancer-clahe-slicing-efficientnet",
      "title": "Ovarian Cancer (CLAHE&Slicing+efficientnet)",
      "source": "live"
    },
    {
      "ref": "fernandapratama/ubc-ovarian-cancer-canny-efficientnet",
      "title": "UBC-Ovarian Cancer (Canny+efficientnet)",
      "source": "live"
    },
    {
      "ref": "omiran/ubc-ovarian-cancer",
      "title": "UBC_Ovarian_Cancer",
      "source": "live"
    },
    {
      "ref": "zeyadwaled/notebook78cf766dcd",
      "title": "notebook78cf766dcd",
      "source": "live"
    },
    {
      "ref": "lmyybh/ubco-eda",
      "title": "UBCO-EDA",
      "source": "live"
    },
    {
      "ref": "naveedulattock/ovarian-cancer-subtype-detection-part1",
      "title": "Ovarian Cancer Subtype Detection-Part1",
      "source": "live"
    },
    {
      "ref": "lminhtrn/create-external-data",
      "title": "Create external data",
      "source": "live"
    },
    {
      "ref": "xiejili/ubc-eda-feature-engineering-visiualization",
      "title": "UBC-EDA: Feature Engineering Visiualization",
      "source": "live"
    },
    {
      "ref": "noured/ovarian-cancer-subtype-classification-using-vit",
      "title": "Ovarian Cancer Subtype Classification Using ViT",
      "source": "live"
    },
    {
      "ref": "fernandapratama/ubc-ovarian-cancer-classification-clahe-vgg16",
      "title": "UBC-Ovarian Cancer Classification (CLAHE+VGG16)",
      "source": "live"
    },
    {
      "ref": "annamalkova88/ovarian-cancer-myvers",
      "title": "ovarian_cancer_myvers",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-infer-cnn-crop-resize-thumbnails",
      "title": "[UBC] infer CNN Crop&Resize thumbnails",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-infer-efficientnetb0-crop-resize-2048pix",
      "title": "[UBC] infer EfficientNetB0 Crop&Resize 2048pix",
      "source": "live"
    },
    {
      "ref": "kubes57/ovarian-cancer-eda",
      "title": "Ovarian Cancer EDA 🔎",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-finetune-cnn-without-thumbnails",
      "title": "[UBC]Finetune CNN without thumbnails",
      "source": "live"
    },
    {
      "ref": "yannan90/ubc-tiling",
      "title": "UBC- Tiling",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part6",
      "title": "UBC resize images 2048pix part6",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part5",
      "title": "UBC resize images 2048pix part5",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part4",
      "title": "UBC resize images 2048pix part4",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part3",
      "title": "UBC resize images 2048pix part3",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part2",
      "title": "UBC resize images 2048pix part2",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-resize-images-2048pix-part1",
      "title": "UBC resize images 2048pix part1",
      "source": "live"
    },
    {
      "ref": "junxhuang/use-c-to-crop-images",
      "title": "Use C++ to crop images",
      "source": "live"
    },
    {
      "ref": "motono0223/script-ubc-inference-crop",
      "title": "script UBC inference crop",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-crop-training-raw-images",
      "title": "UBC crop training raw images",
      "source": "live"
    },
    {
      "ref": "motono0223/ubc-crop-training-thumbnails",
      "title": "UBC crop training thumbnails",
      "source": "live"
    },
    {
      "ref": "stpeteishii/ovarian-cancer-cropped-data-pytorch-lightnng",
      "title": "Ovarian Cancer Cropped Data Pytorch Lightnng",
      "source": "live"
    },
    {
      "ref": "rehamgomaa/mpr-project",
      "title": "MPR Project",
      "source": "live"
    },
    {
      "ref": "sarahyeboahm/ubc-ovarian-cancer-subtype-model-train-with-keras",
      "title": "UBC OVARIAN CANCER SUBTYPE| MODEL TRAIN WITH KERAS",
      "source": "live"
    },
    {
      "ref": "mdquilindo/ubc-submit-large-images",
      "title": "UBC - Submit large images",
      "source": "live"
    },
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      "ref": "liuyanfeng/ml-tensorflow-cnn",
      "title": "ML_tensorflow_CNN",
      "source": "live"
    },
    {
      "ref": "onkur7/convert-image-to-tiles",
      "title": "Convert Image to Tiles",
      "source": "live"
    },
    {
      "ref": "rui314/helpertesorflow",
      "title": "HelperTesorFlow🦠🧬🧪",
      "source": "live"
    },
    {
      "ref": "stpeteishii/ovary-cropped-image-for-train",
      "title": "Ovary Cropped Image for Train",
      "source": "live"
    },
    {
      "ref": "stpeteishii/ovary-image-random-cropping",
      "title": "Ovary Image Random Cropping",
      "source": "live"
    },
    {
      "ref": "dukgiim/cancer-subtype-lightning-torch-inference-tiles",
      "title": "Cancer🔬Subtype: Lightning⚡Torch [inference|tiles]",
      "source": "live"
    },
    {
      "ref": "bhuynguyn/inference-note-single-model",
      "title": "[Inference note] Single model",
      "source": "live"
    },
    {
      "ref": "shubham219/inference",
      "title": "Inference",
      "source": "live"
    },
    {
      "ref": "raihan150146/ovarian-cancer-detection-efficient-way",
      "title": "Ovarian-Cancer-Detection efficient way",
      "source": "live"
    },
    {
      "ref": "raihan150146/ovarian-cancer-detection-test",
      "title": "Ovarian-Cancer-Detection test",
      "source": "live"
    },
    {
      "ref": "raviiloveyou/ubc-ovarian-cancer-efficientnetb3",
      "title": "UBC-Ovarian cancer(@EfficientNetB3)",
      "source": "live"
    },
    {
      "ref": "habibaaymanelsaid/project-mpr",
      "title": "project MPR",
      "source": "live"
    },
    {
      "ref": "cortomalt/inferece-fastai-fine-tuning-baseline",
      "title": "Inferece --> Fastai Fine-tuning Baseline ",
      "source": "live"
    },
    {
      "ref": "sunilthite/test-patch-predict-128x128",
      "title": "Test Patch Predict 128x128",
      "source": "live"
    },
    {
      "ref": "cyberblack0/start-with-it-1",
      "title": "Start with it 1",
      "source": "live"
    },
    {
      "ref": "adityaparikh668/lightning-resnet34-my-baseline-model",
      "title": "lightning+resnet34 my_baseline_model",
      "source": "live"
    },
    {
      "ref": "thangnm1/baseline-public-0-44",
      "title": "Baseline_Public_0.44",
      "source": "live"
    },
    {
      "ref": "sunilthite/test-model-prediction-patch-images-128x128",
      "title": "Test Model Prediction Patch Images 128x128",
      "source": "live"
    },
    {
      "ref": "sonujha090/eda-ubc-ovarian-image-vs-thumbnail",
      "title": "EDA-UBC_Ovarian_IMAGE-VS-THUMBNAIL",
      "source": "live"
    },
    {
      "ref": "rishavsanson/ubc-ocean-ovarian-cancer-efficientnetb0",
      "title": "UBC-Ocean-Ovarian Cancer-EfficientNetB0",
      "source": "live"
    },
    {
      "ref": "kpoviesistphane/ubc-ovarian-cancer-subtype-classification-and-outl",
      "title": "UBC Ovarian Cancer Subtype Classification and Outl",
      "source": "live"
    },
    {
      "ref": "tuqayasserroshdy/project",
      "title": "Project",
      "source": "live"
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    {
      "ref": "shubham219/starter-code-effnetv2s-training",
      "title": "Starter-Code-EffNetv2s-Training",
      "source": "live"
    },
    {
      "ref": "jirkaborovec/cancer-subtype-lightning-torch-inference-tiles",
      "title": "Cancer🔬Subtype: Lightning⚡Torch [inference|tiles]",
      "source": "live"
    },
    {
      "ref": "liushuzhi/ubc2023env",
      "title": "ubc2023env",
      "source": "live"
    },
    {
      "ref": "kingteiro/libvips-pyvips-installation-and-getting-started",
      "title": "libvips/pyvips Installation and Getting Started",
      "source": "live"
    },
    {
      "ref": "ludovicchangeon/ubc-images-slicing",
      "title": "UBC - Images slicing",
      "source": "live"
    },
    {
      "ref": "usmansafdar09/test-wsi-patches-256x256",
      "title": "Test WSI - Patches - 256x256",
      "source": "live"
    },
    {
      "ref": "samu2505/ubc-create-patches-numpy",
      "title": "UBC-Create-patches-numpy",
      "source": "live"
    },
    {
      "ref": "sonujha090/fastai-inference-ubc-ovarian-cancer-subtype",
      "title": "fastai-inference-UBC_Ovarian_Cancer_Subtype",
      "source": "live"
    },
    {
      "ref": "dhinkris/crop-duplicate-wsi-images",
      "title": "🔍 🖼️🖼️+✂️ = 🖼️  🖼️ crop duplicate WSI images",
      "source": "live"
    },
    {
      "ref": "rainfalllove/p4-maybe-a-better-way-to-handle-wsi-files",
      "title": "[P4]Maybe a better way to handle WSI files",
      "source": "live"
    },
    {
      "ref": "sonujha090/fastai-ubc-ovarian-cancer-subtype",
      "title": "Fastai_UBC_Ovarian_Cancer_Subtype",
      "source": "live"
    },
    {
      "ref": "prateek1135/ovary-cancer-detection",
      "title": "OVARY CANCER DETECTION",
      "source": "live"
    },
    {
      "ref": "japancolorado/inference-notebook",
      "title": "Inference Notebook",
      "source": "live"
    },
    {
      "ref": "rainfalllove/p3-maybe-a-better-way-to-handle-wsi-files",
      "title": "[P3]Maybe a better way to handle WSI files",
      "source": "live"
    },
    {
      "ref": "yukkyo/probing-all-test-sample-have-thumbnail",
      "title": "Probing: all test sample have thumbnail?",
      "source": "live"
    },
    {
      "ref": "rainfalllove/p2-maybe-a-better-way-to-handle-wsi-file-p2",
      "title": "[P2]Maybe a better way to handle WSI file p2",
      "source": "live"
    },
    {
      "ref": "holmes0610/eda-ubc-ocean",
      "title": "[EDA]UBC-OCEAN",
      "source": "live"
    },
    {
      "ref": "irinamishneva/eda-ubc-ocean",
      "title": "EDA-UBC-OCEAN",
      "source": "live"
    },
    {
      "ref": "rainfalllove/solution-cropped-tmas-vs-resized-cropped-wsi-subs",
      "title": "[Solution]cropped TMAs VS resized+cropped WSI subs",
      "source": "live"
    },
    {
      "ref": "rainfalllove/maybe-a-better-way-to-handle-tma-in-testset",
      "title": "Maybe a better way to handle TMA in testset",
      "source": "live"
    },
    {
      "ref": "rainfalllove/p1-maybe-a-better-way-to-handle-wsi-files",
      "title": "[P1]Maybe a better way to handle WSI files",
      "source": "live"
    },
    {
      "ref": "slaine22/final-project-phase-1",
      "title": "FINAL PROJECT: PHASE 1",
      "source": "live"
    },
    {
      "ref": "kermitsquished/pytorch-baseline-histo-background",
      "title": "[Pytorch] Baseline & Histo Background",
      "source": "live"
    },
    {
      "ref": "jirkaborovec/cancer-subtype-tiles-masks-w-lightning-timm",
      "title": "Cancer🔬Subtype: tiles🖽masks w/ Lightning⚡TIMM",
      "source": "live"
    },
    {
      "ref": "jirkaborovec/pyvips-load-thumbnail-crop-large-image",
      "title": "pyVips: 💽load 🖼thumbnail 🖽crop 🔬large image",
      "source": "live"
    },
    {
      "ref": "rainfalllove/maybe-a-better-way-to-handle-wsi-files",
      "title": "Maybe a better way to handle WSI files",
      "source": "live"
    },
    {
      "ref": "rainfalllove/big-difference-between-tma-and-wsi-thumbnail",
      "title": "Big difference between TMA and WSI(thumbnail)",
      "source": "live"
    },
    {
      "ref": "mdquilindo/ubc-training-thumbnails",
      "title": "UBC - Training thumbnails",
      "source": "live"
    },
    {
      "ref": "motono0223/script-resize",
      "title": "script resize",
      "source": "live"
    },
    {
      "ref": "dhinkris/top-10-informative-patches-based-on-std-dev",
      "title": "Top 🥇 10 Informative patches based on Std. Dev.",
      "source": "live"
    },
    {
      "ref": "buringstraw/ubc-3",
      "title": "ubc-3",
      "source": "live"
    },
    {
      "ref": "sdlee94/ubc-ocean-exploratory-data-analysis",
      "title": "UBC-OCEAN Exploratory Data Analysis",
      "source": "live"
    },
    {
      "ref": "sunilthite/ubc-ocean-using-resnet-152",
      "title": "UBC OCEAN Using ResNet-152",
      "source": "live"
    },
    {
      "ref": "cortomalt/fastai-advanced-fine-tuning",
      "title": "Fastai Advanced Fine-tuning ",
      "source": "live"
    },
    {
      "ref": "buringstraw/ubc-ocsc2",
      "title": "ubc-ocsc2",
      "source": "live"
    },
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      "ref": "renemichleniangoran/cancer-ovarian-detection",
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