MSF-WSI: A multi-resolution self-supervised learning framework for semantic segmentation in histopathology
Officail repo for MSF-WSI.
Current repo provides short documentation and will provide more details when I have time...
Run the following code to install all dependencies.
conda env create -f environment.ymlCheck scripts in /script to see how to run MSF-WSI pre-training for BCSS, PAIP19, and Camelyon16 datasets.
| Dataset | SSL pre-trained | Fine-tuned |
|---|---|---|
| BCSS (fold 1) | Link | Link |
| PAIP2019 (fold 1) | Link | Link |
| Camelyon16 | Link | N/A |