Releases: bifold-pathomics/PathoROB
Releases · bifold-pathomics/PathoROB
v0.0.1
PathoROB is up and running! With PathoROB, you can:
- Measure the robustness of your pathology foundation to model and compare it to 20 state-of-the-art models.
- Analyze robustness in representation space (robustness index) as well as robustness in downstream applications (classification, clustering).
- Build more robust foundation models through robustness-aware pre-training or finetuning.
- Develop new robustification methods that improve robustness without expensive FM re-training.