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Releases: murphygroup/SPRM

v1.0.3

09 Jun 15:52
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New Features:

Cell Adjacency Matrix + Plot
Quality Measurements (Json)
Segmentation Evaluation Pipeline Integration
TSNE + Texture Features
Bug Fixes:

Fixed non sequential cell indexes
Nonsensical values for metrics
Nomenclature for files
Improvements:

Convert PNGs to PDFs (no longer vector graphic)
Runtime Improvement (Parallelization)
Refactor Code (more pythonic)

v1.0.2

25 Mar 18:55
0b21ef1
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Fixed bugs:

  • Naming convention (cells -> cell)
  • cell irregularities/edge cases and cw orientation of cell polygons

v1.0

24 Feb 18:21
aaef7de
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  • Compatible for IMS images by process of reallocation.
  • Added additional clustering of all channels in an image's mask (nucleus, cell boundary, nucleus boundary).
  • Texture calculation of every cell (turned off due to runtime).
  • Upsampled resolutions of PNGs.
  • Automated clustering by silhouette scoring to find best number of cluster to use.
  • Added normalization to image and only process interior cells.
  • Include summary files update to all images in a single run.
  • Fixed bugs in OutlinePCA that was not producing correct orientation of cells.
  • Increased runtime efficiency