Change log and model updates

Segmentation models in MuscleMap are periodically retrained on expanded and more diverse datasets to optimise performance, robustness, and cross-site generalisability.

All notable changes to MuscleMap are listed below.
Source: GitHub Releases

v1.1 Latest

  • Trained whole-body model on a more diverse dataset to improve generalizability
  • Now using foreground cropping to improve inference efficiency

v1.0

  • Added the whole-body segmentation model (v1.0)
  • Improved handling of large images in mm_segment
  • Added new options to mm_segment
  • Cleaned and improved mm_extract_metrics

v0.3 Pre-release

  • Introduced version numbers for trained models
  • Preparation for the v1.0 release

v0.2 Pre-release

  • Added mm_register_to_template for anatomical registration

v0.1 Pre-release

  • Initial public pre-release including:
    • mm_segment
    • mm_extract_metrics
    • mm_gui

v0.0 Pre-release

  • Initial repository version with early segmentation tools