| This repository's encoders at stage 2 and later were trained by distillation from H-optimus-0 (Bioptimus), which is | |
| released under the Apache License, Version 2.0: https://www.apache.org/licenses/LICENSE-2.0 | |
| H-optimus-0 itself is not redistributed here. Our encoders are new weights (a ViT-S/16, 22M parameters) trained to match | |
| its outputs on TCGA tiles. | |
| Training and evaluation data: The Cancer Genome Atlas (NCI Genomic Data Commons, open access); CPTAC-BRCA (open); | |
| Yale-HER2 (The Cancer Imaging Archive, HER2-TUMOR-ROIS, CC BY 4.0). HEROHE (CC BY-NC-ND 3.0) and BCNB (non-commercial) | |
| were used for evaluation only, and no per-slide data from them are included. | |