Skip to content

Create pathml-model-zoo.md #359

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
renato-umeton wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Create pathml-model-zoo.md #359

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
10 changes: 10 additions & 0 deletions pathml-model-zoo.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -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 |