diff --git a/pathml-model-zoo.md b/pathml-model-zoo.md new file mode 100644 index 00000000..58e42410 --- /dev/null +++ b/pathml-model-zoo.md @@ -0,0 +1,10 @@ +# PathML Model Zoo + +Here we keep track of all models available in PathML, both public and private models are listed here + +| Model | Task short description | Public | Private | Tutorial | Citation | +| ------ | ---------------------- | ------ | ------- | -------- | -------- | +| Hovernet | xxxx | ✅ | ✅ | [Training an ML Model (HoVer-Net)](https://github.com/Dana-Farber-AIOS/pathml/blob/master/examples/train_hovernet.ipynb) | [Graham, S., Vu, Q.D., Raza, S.E.A., Azam, A., Tsang, Y.W., Kwak, J.T. and Rajpoot, N., 2019. Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images. Medical Image Analysis, 58, p.101563.](https://pubmed.ncbi.nlm.nih.gov/31561183/) +| U-net | xxx | xxx | xxx | xxx | xxx | +| Dense-net | xxx | xxx | xxx | xxx | xxx | +| xxx | xxx | xxx | xxx | xxx | xxx |