Account for partial volume effects using SoftSeg training

ivadomed / model_seg_ms_mp2rage

Model repository for MS lesion segmentation on MP2RAGE data from University of Basel

MIT License

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Account for partial volume effects using SoftSeg training #42

Open uzaymacar opened 2 years ago

uzaymacar commented 2 years ago

As discussed in the meeting, we will check if SoftSeg can enhance our lesion segmentation model's performance.

To-do:

[x] Train and test lesion segmentation with softseg
[x] Update the release with the new lesion segmentation model that works best among current config vs. current config + softseg

uzaymacar commented 2 years ago

I trained soft segmentation models for lesion segmentation as discussed in #40. The results I got are presented in this document. Currently it would be fair to say that we don't observe a performance gain with soft segmentation.