search

HiLab-git / MIDeepSeg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
MIT License
123 stars 27 forks source link

When refinement, does it finetune the model? #10

Open FJGEODEV opened 1 year ago

FJGEODEV commented 1 year ago

Thanks for sharing this work. One question:

If you perform refinement, will the model be finetuned based on the refinement click?

ThankS.

Luoxd1996 commented 1 year ago

Hi, MIDeepSeg does not finetune the network during the refinement stage, it used a traditional graph cuts-based refinement strategy. If you want to finetune the network, you can check out the BIFSeg (TMI2018, the first author is Guotai Wang). Best, Xiangde Luo.

FJGEODEV commented 1 year ago

Ok I see. That's a really good paper too. Do you know if there is any open-source repository for that work? I couldn't see. Thanks.