DeepHisto
AI-based multi-class classification of Gliomas
- version 0.0.1
- Dataset: 86 WSIs, 142K tiles
- Based on InceptionResnetV2 model (2022-04)
- Support 20x magnification level
- Five classes
- astro: astrocytoma, IDHmut
- gbm: glioblastoma, IDHwt
- necro: necrosis
- normal: white mater and gray matter
- oligo: oligodendroglioma, IDHmut-codel