lazyslide_models.segmentation.HistoPLUS

Contents

lazyslide_models.segmentation.HistoPLUS#

class HistoPLUS(magnification='20x', model_path=None, token=None)#

Bases: SegmentationModel

histoplus 🤗Hugging Face GitHub Paper Params: 47.9M CC-BY-NC-ND-4.0 [Adjadj et al., 2025] Towards Comprehensive Cellular Characterisation of H&E slides

The output classes are:

  • 0: Background

  • 1: Cancer cell

  • 2: Lymphocytes

  • 3: Fibroblasts

  • 4: Plasmocytes

  • 5: Eosinophils

  • 6: Neutrophils

  • 7: Macrophages

  • 8: Muscle Cell

  • 9: Endothelial Cell

  • 10: Red blood cell

  • 11: Epithelial

  • 12: Apoptotic Body

  • 13: Mitotic Figures

  • 14: Minor Stromal Cell

Contents