HookNet algorithm for the segmentation of histopathology breast tissue including ductal carcinoma in situ, invasive ductal carcinoma, invasive lobular carcinoma, non-malignant epithelium, fat and other breast tissue.
Online examples
The examples below show the output of HookNet, overlayed on the processed WSIs. You can zoom in by scrolling, moving around can be done with click&drag.
Algorithm
We have made the pretrained networks available via algorithms on the Grand Challenge Platform. You can try out the following algorithms:
HookNet-Lung
Segmentation algorithm for histopathology lung tissue.
HookNet-Breast
Segmentation algorithm for histopathology breast tissue.
Code
You can find the tensorflow implementation on our GitHub repository
Contact
Further questions regarding HookNet can be addressed to: Mart van Rijthoven.
