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[D] What is the best segmentation network for organ segmentation in CT scans?

I have tried Unet, att_r2_unet and a lot of variations of 2d networks. All of them are fantastic. I wanted to try 3d unet but I failed, it didn’t do it is job at all. There are so many steps I probably missed up somewhere. There are so many new models nowadays, what has been proven to be the best out there for this job? I’m tired of trying new networks/methods randomly and then finding another network.

submitted by /u/blue20whale
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.