{
  "id": 370037,
  "title": "Previous RSNA competitions",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/370037",
  "author_name": "xxxxyyyy80008",
  "post_date": "2022-12-02T14:25:43.394000",
  "votes": 7,
  "comment_count": 0,
  "views": 0,
  "content": "<h2>List of RSNA competitions</h2>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>Competition</th>\n<th>Description</th>\n<th>Start Date</th>\n<th>Evaluation</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">RSNA 2022 Cervical Spine Fracture Detection</a></td>\n<td>Identify cervical fractures from scans</td>\n<td>July 28, 2022</td>\n<td>binary weighted log loss</td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline\" target=\"_blank\">RSNA-MICCAI Brain Tumor Radiogenomic Classification</a></td>\n<td>Predict the status of a genetic biomarker important for brain cancer treatment</td>\n<td>July 13, 2021</td>\n<td><a href=\"http://en.wikipedia.org/wiki/Receiver_operating_characteristic\" target=\"_blank\">area under the ROC curve</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection\" target=\"_blank\">RSNA STR Pulmonary Embolism Detection</a></td>\n<td>Classify Pulmonary Embolism cases in chest CT scans</td>\n<td>October 19, 2020</td>\n<td>weighted log loss</td>\n</tr>\n</tbody>\n</table>\n<h3>1. <a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">RSNA 2022 Cervical Spine Fracture Detection</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362607\" target=\"_blank\">1st Place Solution</a></td>\n<td></td>\n<td><a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage1\" target=\"_blank\">Stage1</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type1\" target=\"_blank\">Stage2 Type1</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type2\" target=\"_blank\">Stage2 Type2</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-inference\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/365115\" target=\"_blank\">2nd place solution</a></td>\n<td>Segmentation + 2.5D CNN + GRU Attention</td>\n<td><a href=\"https://www.kaggle.com/code/awsaf49/uwmgi-2-5d-train-pytorch\" target=\"_blank\">UWMGI: 2.5D Train PyTorch</a>; <a href=\"https://github.com/ryanyuerong/RSNA2022RAWE\" target=\"_blank\">github</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362643\" target=\"_blank\">3rd place solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/darraghdog/RSNA22\" target=\"_blank\">Github</a>; <a href=\"https://www.kaggle.com/code/darraghdog/rsna-2022-3rd-place-solution-inference\" target=\"_blank\">Inference code</a> ; <a href=\"https://docs.google.com/presentation/d/1lS4yOTJT4EyaCjODGIO811RGex9jKQdZypzOjY_jxDA/edit?usp=sharing\" target=\"_blank\">Slides</a> ;<a href=\"https://youtu.be/f-QA5MLN16Q\" target=\"_blank\">Video of solution</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/364837\" target=\"_blank\">4th place solution</a></td>\n<td>CSN</td>\n<td><a href=\"https://www.kaggle.com/code/selimsef/rsna-csn-segmentor-classifier\" target=\"_blank\">inference kernel </a>;<a href=\"https://github.com/selimsef/rsna_cervical_fracture/\" target=\"_blank\">github</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/363232\" target=\"_blank\">5th place solution</a></td>\n<td></td>\n<td><a href=\"https://www.youtube.com/watch?v=c_YZHwhK0Jo\" target=\"_blank\">video</a>; <a href=\"https://www.kaggle.com/code/ilu000/rsna2022-5th-place-solution-inference\" target=\"_blank\">inference kernel</a>;<a href=\"https://github.com/pascal-pfeiffer/kaggle-rsna-2022-5th-place\" target=\"_blank\">Github</a></td>\n</tr>\n</tbody>\n</table>\n<h3>2. <a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline\" target=\"_blank\">RSNA-MICCAI Brain Tumor Radiogenomic Classification</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281347\" target=\"_blank\">1st place solution</a></td>\n<td>Resnet10</td>\n<td><a href=\"https://github.com/FirasBaba/rsna-resnet10\" target=\"_blank\">Training</a>; <a href=\"https://www.kaggle.com/rinnqd/monai-simple-prediction-from-flair\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280033\" target=\"_blank\">2nd place solution</a></td>\n<td>EfficientNet</td>\n<td><a href=\"https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-train/notebook\" target=\"_blank\">Training</a>;<a href=\"https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-inference\" target=\"_blank\">Inference</a>;<a href=\"https://github.com/minhnhatphan/rnsa21-cnn-lstm\" target=\"_blank\">Github</a>;<a href=\"https://www.kaggle.com/minhnhatphan/rnsa21-cnn-lstm-refactored/notebook\" target=\"_blank\">Github notebook</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/287713\" target=\"_blank\">3rd place solution</a></td>\n<td>EfficientNet-B3</td>\n<td><a href=\"https://www.kaggle.com/cedricsoares/tf-efficientnet-transfer-learning-strat-split\" target=\"_blank\">Kaggle Notebook</a>; <a href=\"https://github.com/cedricsoares/kaggle-rsna-miccai-brain-tumor-radiogenomic-classification\" target=\"_blank\">Github</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280029\" target=\"_blank\">4th place solution</a></td>\n<td>EffNet</td>\n<td><a href=\"https://www.kaggle.com/mrinath/infer-refactored\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281911\" target=\"_blank\">5th place solution</a></td>\n<td>Efficientnet</td>\n<td><a href=\"https://www.kaggle.com/abhimanyukarshni/rsna-training/notebook\" target=\"_blank\">Training</a>;  <a href=\"https://www.kaggle.com/abhimanyukarshni/rsna-inference/notebook\" target=\"_blank\">Inference</a></td>\n</tr>\n</tbody>\n</table>\n<h3>3. <a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection\" target=\"_blank\">RSNA STR Pulmonary Embolism Detection</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/194145\" target=\"_blank\">1st place solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/GuanshuoXu/RSNA-STR-Pulmonary-Embolism-Detection\" target=\"_blank\">Code</a>; <a href=\"https://www.kaggle.com/wowfattie/notebook6fff7ff27a\" target=\"_blank\">Inference kernel</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193401\" target=\"_blank\">2nd place solution</a></td>\n<td>ResNeSt50</td>\n<td><a href=\"https://github.com/i-pan/kaggle-rsna-pe\" target=\"_blank\">code</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193424\" target=\"_blank\">3rd place</a></td>\n<td>CNN and LSTM</td>\n<td><a href=\"https://github.com/moewiee/RSNA2020-Team-VinBDI-MedicalImaging\" target=\"_blank\">code</a>; <a href=\"https://www.kaggle.com/moewie94/rsna-2020-inference\" target=\"_blank\">inference kernel</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193970\" target=\"_blank\">4th place solution</a></td>\n<td>CNN+LSTMs</td>\n<td><a href=\"https://github.com/piwafp0720/RSNA-STR-Pulmonary-Embolism-Detection\" target=\"_blank\">github</a>;<a href=\"https://www.kaggle.com/kazumax0720/rsna-str-pulmonary-embolism-detection-inference\" target=\"_blank\">Inference kernel</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">5th Place Solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/darraghdog/rsnastr\" target=\"_blank\">Code</a>; <a href=\"https://www.kaggle.com/darraghdog/rsnastr2020-prediction\" target=\"_blank\">Inference Kernel</a></td>\n</tr>\n</tbody>\n</table>",
  "messages": [
    {
      "id": 2052817,
      "postDate": "2022-12-02T14:25:43.393Z",
      "content": "<h2>List of RSNA competitions</h2>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>Competition</th>\n<th>Description</th>\n<th>Start Date</th>\n<th>Evaluation</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">RSNA 2022 Cervical Spine Fracture Detection</a></td>\n<td>Identify cervical fractures from scans</td>\n<td>July 28, 2022</td>\n<td>binary weighted log loss</td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline\" target=\"_blank\">RSNA-MICCAI Brain Tumor Radiogenomic Classification</a></td>\n<td>Predict the status of a genetic biomarker important for brain cancer treatment</td>\n<td>July 13, 2021</td>\n<td><a href=\"http://en.wikipedia.org/wiki/Receiver_operating_characteristic\" target=\"_blank\">area under the ROC curve</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection\" target=\"_blank\">RSNA STR Pulmonary Embolism Detection</a></td>\n<td>Classify Pulmonary Embolism cases in chest CT scans</td>\n<td>October 19, 2020</td>\n<td>weighted log loss</td>\n</tr>\n</tbody>\n</table>\n<h3>1. <a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">RSNA 2022 Cervical Spine Fracture Detection</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362607\" target=\"_blank\">1st Place Solution</a></td>\n<td></td>\n<td><a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage1\" target=\"_blank\">Stage1</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type1\" target=\"_blank\">Stage2 Type1</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type2\" target=\"_blank\">Stage2 Type2</a>; <a href=\"https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-inference\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/365115\" target=\"_blank\">2nd place solution</a></td>\n<td>Segmentation + 2.5D CNN + GRU Attention</td>\n<td><a href=\"https://www.kaggle.com/code/awsaf49/uwmgi-2-5d-train-pytorch\" target=\"_blank\">UWMGI: 2.5D Train PyTorch</a>; <a href=\"https://github.com/ryanyuerong/RSNA2022RAWE\" target=\"_blank\">github</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362643\" target=\"_blank\">3rd place solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/darraghdog/RSNA22\" target=\"_blank\">Github</a>; <a href=\"https://www.kaggle.com/code/darraghdog/rsna-2022-3rd-place-solution-inference\" target=\"_blank\">Inference code</a> ; <a href=\"https://docs.google.com/presentation/d/1lS4yOTJT4EyaCjODGIO811RGex9jKQdZypzOjY_jxDA/edit?usp=sharing\" target=\"_blank\">Slides</a> ;<a href=\"https://youtu.be/f-QA5MLN16Q\" target=\"_blank\">Video of solution</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/364837\" target=\"_blank\">4th place solution</a></td>\n<td>CSN</td>\n<td><a href=\"https://www.kaggle.com/code/selimsef/rsna-csn-segmentor-classifier\" target=\"_blank\">inference kernel </a>;<a href=\"https://github.com/selimsef/rsna_cervical_fracture/\" target=\"_blank\">github</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/363232\" target=\"_blank\">5th place solution</a></td>\n<td></td>\n<td><a href=\"https://www.youtube.com/watch?v=c_YZHwhK0Jo\" target=\"_blank\">video</a>; <a href=\"https://www.kaggle.com/code/ilu000/rsna2022-5th-place-solution-inference\" target=\"_blank\">inference kernel</a>;<a href=\"https://github.com/pascal-pfeiffer/kaggle-rsna-2022-5th-place\" target=\"_blank\">Github</a></td>\n</tr>\n</tbody>\n</table>\n<h3>2. <a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline\" target=\"_blank\">RSNA-MICCAI Brain Tumor Radiogenomic Classification</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281347\" target=\"_blank\">1st place solution</a></td>\n<td>Resnet10</td>\n<td><a href=\"https://github.com/FirasBaba/rsna-resnet10\" target=\"_blank\">Training</a>; <a href=\"https://www.kaggle.com/rinnqd/monai-simple-prediction-from-flair\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280033\" target=\"_blank\">2nd place solution</a></td>\n<td>EfficientNet</td>\n<td><a href=\"https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-train/notebook\" target=\"_blank\">Training</a>;<a href=\"https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-inference\" target=\"_blank\">Inference</a>;<a href=\"https://github.com/minhnhatphan/rnsa21-cnn-lstm\" target=\"_blank\">Github</a>;<a href=\"https://www.kaggle.com/minhnhatphan/rnsa21-cnn-lstm-refactored/notebook\" target=\"_blank\">Github notebook</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/287713\" target=\"_blank\">3rd place solution</a></td>\n<td>EfficientNet-B3</td>\n<td><a href=\"https://www.kaggle.com/cedricsoares/tf-efficientnet-transfer-learning-strat-split\" target=\"_blank\">Kaggle Notebook</a>; <a href=\"https://github.com/cedricsoares/kaggle-rsna-miccai-brain-tumor-radiogenomic-classification\" target=\"_blank\">Github</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280029\" target=\"_blank\">4th place solution</a></td>\n<td>EffNet</td>\n<td><a href=\"https://www.kaggle.com/mrinath/infer-refactored\" target=\"_blank\">Inference</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281911\" target=\"_blank\">5th place solution</a></td>\n<td>Efficientnet</td>\n<td><a href=\"https://www.kaggle.com/abhimanyukarshni/rsna-training/notebook\" target=\"_blank\">Training</a>;  <a href=\"https://www.kaggle.com/abhimanyukarshni/rsna-inference/notebook\" target=\"_blank\">Inference</a></td>\n</tr>\n</tbody>\n</table>\n<h3>3. <a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection\" target=\"_blank\">RSNA STR Pulmonary Embolism Detection</a></h3>\n<table>\n<thead>\n<tr>\n<th>#</th>\n<th>rank</th>\n<th>model</th>\n<th>scripts</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/194145\" target=\"_blank\">1st place solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/GuanshuoXu/RSNA-STR-Pulmonary-Embolism-Detection\" target=\"_blank\">Code</a>; <a href=\"https://www.kaggle.com/wowfattie/notebook6fff7ff27a\" target=\"_blank\">Inference kernel</a></td>\n</tr>\n<tr>\n<td>2</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193401\" target=\"_blank\">2nd place solution</a></td>\n<td>ResNeSt50</td>\n<td><a href=\"https://github.com/i-pan/kaggle-rsna-pe\" target=\"_blank\">code</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193424\" target=\"_blank\">3rd place</a></td>\n<td>CNN and LSTM</td>\n<td><a href=\"https://github.com/moewiee/RSNA2020-Team-VinBDI-MedicalImaging\" target=\"_blank\">code</a>; <a href=\"https://www.kaggle.com/moewie94/rsna-2020-inference\" target=\"_blank\">inference kernel</a></td>\n</tr>\n<tr>\n<td>4</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193970\" target=\"_blank\">4th place solution</a></td>\n<td>CNN+LSTMs</td>\n<td><a href=\"https://github.com/piwafp0720/RSNA-STR-Pulmonary-Embolism-Detection\" target=\"_blank\">github</a>;<a href=\"https://www.kaggle.com/kazumax0720/rsna-str-pulmonary-embolism-detection-inference\" target=\"_blank\">Inference kernel</a></td>\n</tr>\n<tr>\n<td>5</td>\n<td><a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">5th Place Solution</a></td>\n<td></td>\n<td><a href=\"https://github.com/darraghdog/rsnastr\" target=\"_blank\">Code</a>; <a href=\"https://www.kaggle.com/darraghdog/rsnastr2020-prediction\" target=\"_blank\">Inference Kernel</a></td>\n</tr>\n</tbody>\n</table>",
      "rawMarkdown": "\n## List of RSNA competitions\n\n|  # | Competition  | Description  | Start Date  |  Evaluation |\n| ------------ | ------------ | ------------ | ------------ | ------------ |\n|   1| [RSNA 2022 Cervical Spine Fracture Detection](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)  | Identify cervical fractures from scans  | July 28, 2022  |  binary weighted log loss |\n|   2| [RSNA-MICCAI Brain Tumor Radiogenomic Classification](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline)  | Predict the status of a genetic biomarker important for brain cancer treatment  |July 13, 2021   |  [area under the ROC curve](http://en.wikipedia.org/wiki/Receiver_operating_characteristic) |\n|   3| [RSNA STR Pulmonary Embolism Detection](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection)  | Classify Pulmonary Embolism cases in chest CT scans  | October 19, 2020  | weighted log loss  |\n\n\n\n### 1. [RSNA 2022 Cervical Spine Fracture Detection](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)\n\n\n| # | rank | model | scripts  | \n|--|--|--|--|\n|1|[1st Place Solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362607)||[Stage1](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage1); [Stage2 Type1](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type1); [Stage2 Type2](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type2); [Inference](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-inference)|\n|2|[2nd place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/365115) |Segmentation + 2.5D CNN + GRU Attention|[UWMGI: 2.5D Train PyTorch](https://www.kaggle.com/code/awsaf49/uwmgi-2-5d-train-pytorch); [github](https://github.com/ryanyuerong/RSNA2022RAWE)|\n|3|[3rd place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362643)||[Github](https://github.com/darraghdog/RSNA22); [Inference code](https://www.kaggle.com/code/darraghdog/rsna-2022-3rd-place-solution-inference) ; [Slides](https://docs.google.com/presentation/d/1lS4yOTJT4EyaCjODGIO811RGex9jKQdZypzOjY_jxDA/edit?usp=sharing) ;[Video of solution](https://youtu.be/f-QA5MLN16Q)|\n|4|[4th place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/364837)|CSN |[inference kernel ](https://www.kaggle.com/code/selimsef/rsna-csn-segmentor-classifier);[github](https://github.com/selimsef/rsna_cervical_fracture/)|\n|5|[5th place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/363232)|| [video](https://www.youtube.com/watch?v=c_YZHwhK0Jo); [inference kernel](https://www.kaggle.com/code/ilu000/rsna2022-5th-place-solution-inference);[Github](https://github.com/pascal-pfeiffer/kaggle-rsna-2022-5th-place)|\n\n\n\n### 2. [RSNA-MICCAI Brain Tumor Radiogenomic Classification](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline)\n\n\n| # | rank | model | scripts  | \n|--|--|--|--|\n| 1 | [1st place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281347)| Resnet10 |  [Training](https://github.com/FirasBaba/rsna-resnet10); [Inference](https://www.kaggle.com/rinnqd/monai-simple-prediction-from-flair) |  \n| 2 |[2nd place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280033)  | EfficientNet |[Training](https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-train/notebook);[Inference](https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-inference);[Github](https://github.com/minhnhatphan/rnsa21-cnn-lstm);[Github notebook](https://www.kaggle.com/minhnhatphan/rnsa21-cnn-lstm-refactored/notebook) |\n| 3 |[3rd place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/287713)  | EfficientNet-B3 | [Kaggle Notebook](https://www.kaggle.com/cedricsoares/tf-efficientnet-transfer-learning-strat-split); [Github](https://github.com/cedricsoares/kaggle-rsna-miccai-brain-tumor-radiogenomic-classification)|\n| 4 |  [4th place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280029) |  EffNet|  [Inference](https://www.kaggle.com/mrinath/infer-refactored) |\n| 5 |  [5th place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281911) | Efficientnet |[Training](https://www.kaggle.com/abhimanyukarshni/rsna-training/notebook);  [Inference](https://www.kaggle.com/abhimanyukarshni/rsna-inference/notebook) |  \n\n\n### 3. [RSNA STR Pulmonary Embolism Detection](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection)\n\n| #  |rank   | model  |  scripts |\n| ------------ | ------------ | ------------ | ------------ |\n| 1  | [1st place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/194145)   |   | [Code](https://github.com/GuanshuoXu/RSNA-STR-Pulmonary-Embolism-Detection); [Inference kernel](https://www.kaggle.com/wowfattie/notebook6fff7ff27a)   |\n| 2 |  [2nd place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193401) | ResNeSt50 | [code](https://github.com/i-pan/kaggle-rsna-pe)  | \n| 3 | [3rd place](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193424) |CNN and LSTM  | [code](https://github.com/moewiee/RSNA2020-Team-VinBDI-MedicalImaging); [inference kernel](https://www.kaggle.com/moewie94/rsna-2020-inference)  | \n| 4 |[4th place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193970)|CNN+LSTMs  | [github](https://github.com/piwafp0720/RSNA-STR-Pulmonary-Embolism-Detection);[Inference kernel](https://www.kaggle.com/kazumax0720/rsna-str-pulmonary-embolism-detection-inference)  | \n| 5 | [5th Place Solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection) |  |  [Code](https://github.com/darraghdog/rsnastr); [Inference Kernel](https://www.kaggle.com/darraghdog/rsnastr2020-prediction) | \n\n\n\n\n\n\n\n\n\n\n\n\n\n",
      "votes": 7
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2052817": "\n## List of RSNA competitions\n\n|  # | Competition  | Description  | Start Date  |  Evaluation |\n| ------------ | ------------ | ------------ | ------------ | ------------ |\n|   1| [RSNA 2022 Cervical Spine Fracture Detection](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)  | Identify cervical fractures from scans  | July 28, 2022  |  binary weighted log loss |\n|   2| [RSNA-MICCAI Brain Tumor Radiogenomic Classification](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline)  | Predict the status of a genetic biomarker important for brain cancer treatment  |July 13, 2021   |  [area under the ROC curve](http://en.wikipedia.org/wiki/Receiver_operating_characteristic) |\n|   3| [RSNA STR Pulmonary Embolism Detection](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection)  | Classify Pulmonary Embolism cases in chest CT scans  | October 19, 2020  | weighted log loss  |\n\n\n\n### 1. [RSNA 2022 Cervical Spine Fracture Detection](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)\n\n\n| # | rank | model | scripts  | \n|--|--|--|--|\n|1|[1st Place Solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362607)||[Stage1](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage1); [Stage2 Type1](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type1); [Stage2 Type2](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-train-stage2-type2); [Inference](https://www.kaggle.com/code/haqishen/rsna-2022-1st-place-solution-inference)|\n|2|[2nd place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/365115) |Segmentation + 2.5D CNN + GRU Attention|[UWMGI: 2.5D Train PyTorch](https://www.kaggle.com/code/awsaf49/uwmgi-2-5d-train-pytorch); [github](https://github.com/ryanyuerong/RSNA2022RAWE)|\n|3|[3rd place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/362643)||[Github](https://github.com/darraghdog/RSNA22); [Inference code](https://www.kaggle.com/code/darraghdog/rsna-2022-3rd-place-solution-inference) ; [Slides](https://docs.google.com/presentation/d/1lS4yOTJT4EyaCjODGIO811RGex9jKQdZypzOjY_jxDA/edit?usp=sharing) ;[Video of solution](https://youtu.be/f-QA5MLN16Q)|\n|4|[4th place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/364837)|CSN |[inference kernel ](https://www.kaggle.com/code/selimsef/rsna-csn-segmentor-classifier);[github](https://github.com/selimsef/rsna_cervical_fracture/)|\n|5|[5th place solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/363232)|| [video](https://www.youtube.com/watch?v=c_YZHwhK0Jo); [inference kernel](https://www.kaggle.com/code/ilu000/rsna2022-5th-place-solution-inference);[Github](https://github.com/pascal-pfeiffer/kaggle-rsna-2022-5th-place)|\n\n\n\n### 2. [RSNA-MICCAI Brain Tumor Radiogenomic Classification](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/overview/timeline)\n\n\n| # | rank | model | scripts  | \n|--|--|--|--|\n| 1 | [1st place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281347)| Resnet10 |  [Training](https://github.com/FirasBaba/rsna-resnet10); [Inference](https://www.kaggle.com/rinnqd/monai-simple-prediction-from-flair) |  \n| 2 |[2nd place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280033)  | EfficientNet |[Training](https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-train/notebook);[Inference](https://www.kaggle.com/minhnhatphan/rnsa-21-cnn-lstm-inference);[Github](https://github.com/minhnhatphan/rnsa21-cnn-lstm);[Github notebook](https://www.kaggle.com/minhnhatphan/rnsa21-cnn-lstm-refactored/notebook) |\n| 3 |[3rd place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/287713)  | EfficientNet-B3 | [Kaggle Notebook](https://www.kaggle.com/cedricsoares/tf-efficientnet-transfer-learning-strat-split); [Github](https://github.com/cedricsoares/kaggle-rsna-miccai-brain-tumor-radiogenomic-classification)|\n| 4 |  [4th place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280029) |  EffNet|  [Inference](https://www.kaggle.com/mrinath/infer-refactored) |\n| 5 |  [5th place solution](https://www.kaggle.com/competitions/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281911) | Efficientnet |[Training](https://www.kaggle.com/abhimanyukarshni/rsna-training/notebook);  [Inference](https://www.kaggle.com/abhimanyukarshni/rsna-inference/notebook) |  \n\n\n### 3. [RSNA STR Pulmonary Embolism Detection](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection)\n\n| #  |rank   | model  |  scripts |\n| ------------ | ------------ | ------------ | ------------ |\n| 1  | [1st place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/194145)   |   | [Code](https://github.com/GuanshuoXu/RSNA-STR-Pulmonary-Embolism-Detection); [Inference kernel](https://www.kaggle.com/wowfattie/notebook6fff7ff27a)   |\n| 2 |  [2nd place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193401) | ResNeSt50 | [code](https://github.com/i-pan/kaggle-rsna-pe)  | \n| 3 | [3rd place](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193424) |CNN and LSTM  | [code](https://github.com/moewiee/RSNA2020-Team-VinBDI-MedicalImaging); [inference kernel](https://www.kaggle.com/moewie94/rsna-2020-inference)  | \n| 4 |[4th place solution](https://www.kaggle.com/competitions/rsna-str-pulmonary-embolism-detection/discussion/193970)|CNN+LSTMs  | [github](https://github.com/piwafp0720/RSNA-STR-Pulmonary-Embolism-Detection);[Inference kernel](https://www.kaggle.com/kazumax0720/rsna-str-pulmonary-embolism-detection-inference)  | \n| 5 | [5th Place Solution](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection) |  |  [Code](https://github.com/darraghdog/rsnastr); [Inference Kernel](https://www.kaggle.com/darraghdog/rsnastr2020-prediction) | \n\n\n\n\n\n\n\n\n\n\n\n\n\n"
  }
}