DeepHisto
AI-based diffuse gliomas subtype classification
  • Version 0.0.2
  • Dataset: WSIs of 28 adult-type diffuse glioma cases, 133K tiles
  • Supports 20x magnification level
  • Five classes
    • astro: astrocytoma, IDHmut
    • gbm: glioblastoma, IDHwt
    • necro: necrosis
    • normal: white mater and gray matter
    • oligo: oligodendroglioma, IDHmut-codel
  • Models
    • Reset50-ViT-B/16 pretrained models
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