Microscopy-Dataset / README.md
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1. CellProfiler-Training (12 training modules)

Educational content with problem statements and guided solutions:

  • ExampleColocalization: Colocalization training
  • ExampleCometAssay: Comet assay training
  • ExampleImagingFlowCytometryObjectsInGrid: Flow cytometry training
  • ExamplePercentPositive: Percentage analysis training
  • ExampleTrackObjects: Object tracking training
  • ExampleWoundHealing: Wound healing training
  • Tutorial3DFISH: 3D FISH analysis
  • Tutorial3DMonolayer: 3D monolayer analysis
  • Tutorial3DNoiseNuclei: 3D nuclei with noise
  • TutorialBeginnerSegmentation: Basic segmentation
  • TutorialTranslocation: Protein translocation analysis
  • TutorialUnmix: Color deconvolution

5. CellProfiler-Testing (14 test challenges)

Testing scenarios for algorithm development and validation:

  • Various morphological analysis challenges
  • Segmentation challenges for different cell types
  • Colocalization testing
  • Speckle counting validation
  • Multi-nuclei segmentation tests