{ "id": 207775, "title": "🥇🥇🩺Winning Solutions of Previous Medical Imaging Kaggle Competitions ☢️☢️", "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/207775", "author_name": "Tensor Girl", "post_date": "2020-12-31T07:32:03.824000", "votes": 70, "comment_count": 10, "views": 0, "content": "

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The winning solutions of previous medical Imaging kaggle competitions are below

\n

TReNDS Neuroimaging
\nhttps://www.kaggle.com/c/trends-assessment-prediction/overview

\n

1 st place :
\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/163017

\n

Solution Collection Thread :
\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/162974

\n

SIIM-ISIC Melanoma Classification
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175504

\n

2 nd Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/177563

\n

3 rd Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633

\n

OSIC Pulmonary Fibrosis Progression
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/overview

\n

1 st Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189346

\n

4 th Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189214

\n

5 th Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189318

\n

Human Protein Atlas Image Classification
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109

\n

3 rd Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77320

\n

4 th Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77300

\n

5 th Place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731

\n

Recursion Cellular Image Classification
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110543

\n

2 nd Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110457

\n

3 rd Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110340

\n

4 th Place :
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110337

\n

APTOS 2019 Blindness Detection
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/overview

\n

Solution Collection Thread :
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108307

\n

Diabetic Retinopathy Detection
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection

\n

2 nd Place
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15617

\n

3 rd Place
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15845

\n

6th Place :
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/18411

\n

If there is any competition left out , please mention it in the comments sections , so I can include it

", "messages": [ { "id": 1133412, "postDate": "2020-12-31T07:32:03.823Z", "content": "

\"\"

\n

The winning solutions of previous medical Imaging kaggle competitions are below

\n

TReNDS Neuroimaging
\nhttps://www.kaggle.com/c/trends-assessment-prediction/overview

\n

1 st place :
\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/163017

\n

Solution Collection Thread :
\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/162974

\n

SIIM-ISIC Melanoma Classification
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175504

\n

2 nd Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/177563

\n

3 rd Place
\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633

\n

OSIC Pulmonary Fibrosis Progression
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/overview

\n

1 st Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189346

\n

4 th Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189214

\n

5 th Place
\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189318

\n

Human Protein Atlas Image Classification
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109

\n

3 rd Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77320

\n

4 th Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77300

\n

5 th Place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731

\n

Recursion Cellular Image Classification
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification

\n

1 st Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110543

\n

2 nd Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110457

\n

3 rd Place
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110340

\n

4 th Place :
\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110337

\n

APTOS 2019 Blindness Detection
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/overview

\n

Solution Collection Thread :
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108307

\n

Diabetic Retinopathy Detection
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection

\n

2 nd Place
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15617

\n

3 rd Place
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15845

\n

6th Place :
\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/18411

\n

If there is any competition left out , please mention it in the comments sections , so I can include it

", "rawMarkdown": "![](https://drive.google.com/uc?id=1Mwb1qS2grm6iLBBrHCwkxrHw6mE8r8qp)\n\nThe winning solutions of previous medical Imaging kaggle competitions are below\n\n**TReNDS Neuroimaging**\nhttps://www.kaggle.com/c/trends-assessment-prediction/overview\n\n1 st place :\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/163017\n\nSolution Collection Thread :\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/162974\n\n**SIIM-ISIC Melanoma Classification**\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification\n\n1 st Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175504\n\n2 nd Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/177563\n\n3 rd Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\n\n**OSIC Pulmonary Fibrosis Progression**\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/overview\n\n1 st Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189346\n\n4 th Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189214\n\n5 th Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189318\n\n\n**Human Protein Atlas Image Classification**\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification\n\n1 st Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109\n\n3 rd Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77320\n\n4 th Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77300\n\n5 th Place :\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731\n\n**Recursion Cellular Image Classification**\nhttps://www.kaggle.com/c/recursion-cellular-image-classification\n\n1 st Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110543\n\n2 nd Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110457\n\n3 rd Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110340\n\n4 th Place :\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110337\n\n**APTOS 2019 Blindness Detection**\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/overview\n\nSolution Collection Thread :\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108307\n\n**Diabetic Retinopathy Detection**\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection\n\n2 nd Place\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15617\n\n3 rd Place\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15845\n\n6th Place :\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/18411\n\nIf there is any competition left out , please mention it in the comments sections , so I can include it \n", "votes": 70 }, { "id": 1384495, "postDate": "2021-07-11T23:09:59.650Z", "content": "

I happen to stumble on this post because I was curious what imaging competitions had been in the past. And it's also nice to be able to locate (mostly) all their 1st through 5th solutions. Thanks for putting them together in one place!

\n

Curious, if I am a beginner in imaging machine learning, which competition (first) would you recommend I explore/study/look-into to review discussions/notebooks/datasets? Any piece of advice will be greatly appreciated!

", "rawMarkdown": "I happen to stumble on this post because I was curious what imaging competitions had been in the past. And it's also nice to be able to locate (mostly) all their 1st through 5th solutions. Thanks for putting them together in one place!\n\nCurious, if I am a beginner in imaging machine learning, which competition (first) would you recommend I explore/study/look-into to review discussions/notebooks/datasets? Any piece of advice will be greatly appreciated!", "votes": 3 }, { "id": 1217346, "postDate": "2021-02-25T01:10:51.753Z", "content": "

Very nice! These competitions are actually very similar. Thanks for sharing! Also, in order to find an old competition, do we have to manually search it up? Or is there a toggle where we can see all of the competitions in the past? Thanks!

", "rawMarkdown": "Very nice! These competitions are actually very similar. Thanks for sharing! Also, in order to find an old competition, do we have to manually search it up? Or is there a toggle where we can see all of the competitions in the past? Thanks!", "votes": 2 }, { "id": 1555246, "postDate": "2021-10-23T17:47:01.603Z", "rawMarkdown": "", "isDeleted": true }, { "id": 1232912, "postDate": "2021-03-10T03:24:05.823Z", "content": "

Thanks for sharing

", "rawMarkdown": "Thanks for sharing", "votes": 1 }, { "id": 1220991, "postDate": "2021-02-28T15:23:25.490Z", "content": "

Thanks for sharing!

", "rawMarkdown": "Thanks for sharing!", "votes": 1 }, { "id": 1212793, "postDate": "2021-02-21T15:48:40.997Z", "content": "

Thanks for sharing this collection. :)

", "rawMarkdown": "Thanks for sharing this collection. :)", "votes": 1 }, { "id": 1181851, "postDate": "2021-02-02T06:41:44.663Z", "content": "

Thanks for sharing,great discussion.

", "rawMarkdown": "Thanks for sharing,great discussion.", "votes": 1 }, { "id": 1161744, "postDate": "2021-01-20T18:11:28.937Z", "content": "

Thanks for sharing!

", "rawMarkdown": "Thanks for sharing!", "votes": 1 }, { "id": 1158530, "postDate": "2021-01-18T16:09:38.193Z", "content": "

Thank for your good summary!

", "rawMarkdown": "Thank for your good summary!", "votes": 1 }, { "id": 1667914, "postDate": "2022-01-29T04:34:57.033Z", "content": "

Thanks for sharing this collection🖤

", "rawMarkdown": "Thanks for sharing this collection🖤" } ], "comments": [ { "id": 1384495, "author_name": "ElenaEB", "author_url": "", "post_date": "2021-07-11T23:09:59.650000", "content": "

I happen to stumble on this post because I was curious what imaging competitions had been in the past. And it's also nice to be able to locate (mostly) all their 1st through 5th solutions. Thanks for putting them together in one place!

\n

Curious, if I am a beginner in imaging machine learning, which competition (first) would you recommend I explore/study/look-into to review discussions/notebooks/datasets? Any piece of advice will be greatly appreciated!

", "votes": 3, "replies": [] }, { "id": 1217346, "author_name": "Andy Jian Zhou", "author_url": "", "post_date": "2021-02-25T01:10:51.753000", "content": "

Very nice! These competitions are actually very similar. Thanks for sharing! Also, in order to find an old competition, do we have to manually search it up? Or is there a toggle where we can see all of the competitions in the past? Thanks!

", "votes": 2, "replies": [] }, { "id": 1555246, "author_name": "", "author_url": "", "post_date": "2021-10-23T17:47:01.603000", "content": "", "votes": 0, "replies": [] }, { "id": 1232912, "author_name": "KhangLV1", "author_url": "", "post_date": "2021-03-10T03:24:05.823000", "content": "

Thanks for sharing

", "votes": 1, "replies": [] }, { "id": 1220991, "author_name": "nbswords", "author_url": "", "post_date": "2021-02-28T15:23:25.490000", "content": "

Thanks for sharing!

", "votes": 1, "replies": [] }, { "id": 1212793, "author_name": "Yassine Alouini", "author_url": "", "post_date": "2021-02-21T15:48:40.997000", "content": "

Thanks for sharing this collection. :)

", "votes": 1, "replies": [] }, { "id": 1181851, "author_name": "hujianxin", "author_url": "", "post_date": "2021-02-02T06:41:44.663000", "content": "

Thanks for sharing,great discussion.

", "votes": 1, "replies": [] }, { "id": 1161744, "author_name": "Rohit Mundra", "author_url": "", "post_date": "2021-01-20T18:11:28.937000", "content": "

Thanks for sharing!

", "votes": 1, "replies": [] }, { "id": 1158530, "author_name": "rii", "author_url": "", "post_date": "2021-01-18T16:09:38.193000", "content": "

Thank for your good summary!

", "votes": 1, "replies": [] }, { "id": 1667914, "author_name": "Md. Rasel Meya", "author_url": "", "post_date": "2022-01-29T04:34:57.033000", "content": "

Thanks for sharing this collection🖤

", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "1133412": "![](https://drive.google.com/uc?id=1Mwb1qS2grm6iLBBrHCwkxrHw6mE8r8qp)\n\nThe winning solutions of previous medical Imaging kaggle competitions are below\n\n**TReNDS Neuroimaging**\nhttps://www.kaggle.com/c/trends-assessment-prediction/overview\n\n1 st place :\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/163017\n\nSolution Collection Thread :\nhttps://www.kaggle.com/c/trends-assessment-prediction/discussion/162974\n\n**SIIM-ISIC Melanoma Classification**\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification\n\n1 st Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175504\n\n2 nd Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/177563\n\n3 rd Place\nhttps://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\n\n**OSIC Pulmonary Fibrosis Progression**\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/overview\n\n1 st Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189346\n\n4 th Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189214\n\n5 th Place\nhttps://www.kaggle.com/c/osic-pulmonary-fibrosis-progression/discussion/189318\n\n\n**Human Protein Atlas Image Classification**\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification\n\n1 st Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109\n\n3 rd Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77320\n\n4 th Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77300\n\n5 th Place :\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731\n\n**Recursion Cellular Image Classification**\nhttps://www.kaggle.com/c/recursion-cellular-image-classification\n\n1 st Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110543\n\n2 nd Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110457\n\n3 rd Place\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110340\n\n4 th Place :\nhttps://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110337\n\n**APTOS 2019 Blindness Detection**\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/overview\n\nSolution Collection Thread :\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108307\n\n**Diabetic Retinopathy Detection**\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection\n\n2 nd Place\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15617\n\n3 rd Place\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/15845\n\n6th Place :\nhttps://www.kaggle.com/c/diabetic-retinopathy-detection/discussion/18411\n\nIf there is any competition left out , please mention it in the comments sections , so I can include it \n", "1384495": "I happen to stumble on this post because I was curious what imaging competitions had been in the past. And it's also nice to be able to locate (mostly) all their 1st through 5th solutions. Thanks for putting them together in one place!\n\nCurious, if I am a beginner in imaging machine learning, which competition (first) would you recommend I explore/study/look-into to review discussions/notebooks/datasets? Any piece of advice will be greatly appreciated!", "1217346": "Very nice! These competitions are actually very similar. Thanks for sharing! Also, in order to find an old competition, do we have to manually search it up? Or is there a toggle where we can see all of the competitions in the past? Thanks!", "1555246": "", "1232912": "Thanks for sharing", "1220991": "Thanks for sharing!", "1212793": "Thanks for sharing this collection. :)", "1181851": "Thanks for sharing,great discussion.", "1161744": "Thanks for sharing!", "1158530": "Thank for your good summary!", "1667914": "Thanks for sharing this collection🖤" } }