The following is a new architecture for robust segmentation. It may perform better than a U-Net :) for binary segmentation. I will update the code when I have some spare time within the next month. However you can simply read this one and will soon notice the pattern after a bit
Is your feature request related to a problem? Please describe.
We need to build confidence that brains segmented with P4B produce similar results to those segmented with the original QuickNAT.
We also need to check if volume predictions over periodically scanned patients are consistent with clinical observations (such as the hypothalamus staying constant in size vs other regions)
This repository contains my code for modelling diffusion of water molecules inside the brain. The project involved implementing Spherical Mean Technique to estimate per-voxel diffusion coefficient from diffusion MRI data (High Angular Resolution Diffusion Imaging).
Is your feature request related to a problem? Please describe.
We need to build confidence that brains segmented with P4B produce similar results to those segmented with the original QuickNAT.
We also need to check if volume predictions over periodically scanned patients are consistent with clinical observations (such as the hypothalamus staying constant in size vs other regions)
**Descr