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Saturday, December 14, 2024

Build 461

 1. Continued work on UNet3D for pancreas: replace the binary sigmoid DICE loss by the 2-class softmax DICE loss. That worked very well with binary threshold issue gone away.

2. First variant of "genetic shape crossover": augmentation technique of generating new pancreas shapes. Gained +2% DICE on NIH dataset.

3. Implemented Measure>ROI mass center distance.

4. Fixed N4 failure problem - including VS 2013 redistribution into FireVoxel now.

5. Pancreas AI work.

6. Very efficient separable convolution. Updated VolumeSmooth dialog to include "Separablem option". N3 was updated and old version eliminated.

7. Compilation with extra Security flags.

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