Update README.md

README.md

@@ -24,10 +24,16 @@ To learn more about how to use the model, we encourage you to read our blog post
 
 - **Developed by:** Owkin
 - **Funded by:** Owkin and IDRIS
-- **Model type:** Vision Transformer
+- **Model type:** Vision Transformer Base
+- **Model Stats:**
+  - Params (M): 85.8
+  - Image size: 224 x 224 x 3
+- **Paper:**
+  - Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling. A. Filiot et al., medRxiv 2023.07.21.23292757; doi: [https://doi.org/10.1101/2023.07.21.23292757](https://www.medrxiv.org/content/10.1101/2023.07.21.23292757v2)
+- **Pretrain Dataset:** 40 million pan-cancer tiles extracted from [TGCA](https://portal.gdc.cancer.gov/)
+- **Original:** https://github.com/owkin/HistoSSLscaling/
 - **License:** [Owkin non-commercial license](https://github.com/owkin/HistoSSLscaling/blob/main/LICENSE.txt)
-
-
+ 
 ## Uses
 
 ### Direct Use