Just wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail.
", "messages": [ { "id": 3294607, "postDate": "2025-09-26T12:08:28.770Z", "content": "Just wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail.
", "rawMarkdown": "Just wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail. ", "votes": 1 }, { "id": 3294706, "postDate": "2025-09-26T15:06:13.530Z", "content": "RSNA Intracranial Aneurysm Detection
\nDetect the presence and location of intracranial aneurysms in multimodal imaging data
Satwik · 34th in this Competition · Posted 3 hours ago
\nUsing segmentation?
\nJust wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail.
Hi @ryanholbrook , sorry for tagging you here randomly. Right after I made this post, I got a mail from this user @phillfei ![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3459992%2Faf6ff0c32ac3d582751fcede0e610950%2FScreenshot%202025-09-26%20221530.png?generation=1758890804717480&alt=media\")
\nsaying they will share their work with me ,when I have not asked for anything as such, and also then shared their notebook with me , to which I had refused as this is against the rules. Is there anything I need to do to ensure I don't get disqualified?
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3459992%2F498670046e574ca9af2648e4eced46c7%2FScreenshot%202025-09-26%20221850.png?generation=1758890938910228&alt=media\")
]
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3459992%2F21c1abca7f7eebad486c1fb40f243c4c%2FScreenshot%202025-09-26%20221811.png?generation=1758890921392591&alt=media\")
sorry,I shared the wrong people
", "rawMarkdown": "sorry,I shared the wrong people", "votes": 1, "replies": [ { "id": 3294636, "postDate": "2025-09-26T13:16:03.547Z", "content": "I have revoked the authorization.
", "rawMarkdown": "I have revoked the authorization." }, { "id": 3294638, "postDate": "2025-09-26T13:19:40.600Z", "content": "I just made it public.
", "rawMarkdown": "I just made it public." }, { "id": 3294641, "postDate": "2025-09-26T13:29:46.233Z", "content": "ok! thanks
", "rawMarkdown": "ok! thanks" }, { "id": 3294649, "postDate": "2025-09-26T13:34:21.853Z", "content": "https://www.kaggle.com/code/phillfei/segment-code1 this is my public code. I'm a newbie and I'm not sure if I made any mistakes during the operation.
", "rawMarkdown": "https://www.kaggle.com/code/phillfei/segment-code1 this is my public code. I'm a newbie and I'm not sure if I made any mistakes during the operation." }, { "id": 3294656, "postDate": "2025-09-26T13:46:37.980Z", "content": "No problem. Privately sharing code,etc is not allowed in competitions, so please be careful sharing anything with others!
", "rawMarkdown": "No problem. Privately sharing code,etc is not allowed in competitions, so please be careful sharing anything with others!" } ] } ] } ], "comments": [ { "id": 3294706, "author_name": "Prince Rajak", "author_url": "", "post_date": "2025-09-26T15:06:13.530000", "content": "RSNA Intracranial Aneurysm Detection
\nDetect the presence and location of intracranial aneurysms in multimodal imaging data
Satwik · 34th in this Competition · Posted 3 hours ago
\nUsing segmentation?
\nJust wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail.
Hi @ryanholbrook , sorry for tagging you here randomly. Right after I made this post, I got a mail from this user @phillfei
\nsaying they will share their work with me ,when I have not asked for anything as such, and also then shared their notebook with me , to which I had refused as this is against the rules. Is there anything I need to do to ensure I don't get disqualified?
\n]
\n
sorry,I shared the wrong people
", "votes": 1, "replies": [ { "id": 3294636, "author_name": "PHILL FEI", "author_url": "", "post_date": "2025-09-26T13:16:03.547000", "content": "I have revoked the authorization.
", "votes": 0, "replies": [] }, { "id": 3294638, "author_name": "PHILL FEI", "author_url": "", "post_date": "2025-09-26T13:19:40.600000", "content": "I just made it public.
", "votes": 0, "replies": [] }, { "id": 3294641, "author_name": "Satwik", "author_url": "", "post_date": "2025-09-26T13:29:46.233000", "content": "ok! thanks
", "votes": 0, "replies": [] }, { "id": 3294649, "author_name": "PHILL FEI", "author_url": "", "post_date": "2025-09-26T13:34:21.853000", "content": "https://www.kaggle.com/code/phillfei/segment-code1 this is my public code. I'm a newbie and I'm not sure if I made any mistakes during the operation.
", "votes": 0, "replies": [] }, { "id": 3294656, "author_name": "Satwik", "author_url": "", "post_date": "2025-09-26T13:46:37.980000", "content": "No problem. Privately sharing code,etc is not allowed in competitions, so please be careful sharing anything with others!
", "votes": 0, "replies": [] } ] } ] } ], "raw_markdown_by_id": { "3294607": "Just wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail. ", "3294706": "RSNA Intracranial Aneurysm Detection\nDetect the presence and location of intracranial aneurysms in multimodal imaging data\n\n\nSatwik · 34th in this Competition · Posted 3 hours ago\nUsing segmentation?\nJust wondering if anyone has had any success with segmentations. I spent a few weeks or so and finally have a pretty decent segmentation model for vessels (~0.63 DICE, ~0.94 recall). However, using segmentations has been quite challenging, and seemingly redundant. Has anyone been able to achieve good results with segmentations? I have tried multiple approaches to use segmentations 2D,3D both, including some of the previous top solutions, but to no avail.", "3294621": "Hi @ryanholbrook , sorry for tagging you here randomly. Right after I made this post, I got a mail from this user @phillfei  \nsaying they will share their work with me ,when I have not asked for anything as such, and also then shared their notebook with me , to which I had refused as this is against the rules. Is there anything I need to do to ensure I don't get disqualified? \n]\n" } }