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HD95 and MSD in voxels and not in mm #1

Description

@VendenIX

The Hausdorff 95 and Mean Surface Distance needs to be updated ! The code use the transformation in voxels used for the Dice and Jaccard for the compute of HD95 and MSD distances ..

Identified issue :

  • The metrics currently calculate Euclidian distance based on array indices (voxels) without accounting for voxel spacing and anisotropy. The results should be in millimeters instead to be physically accurate.
  • Topology error : The distances are calculated between the full binary masks (filled volumes) instead of the surface boundaries.

To fix :

  • need to update the metric function to handle this (accept raw dicom in mm as arguments, and update the functions of HD and MSD.

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