Hooknet

Hooknet

Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images.

The model was presented in the paper HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

You can try the algorithm here.

• HookNet – Lung HookNet algorithm for the segmentation of histopathology lung tissue including tumor, TLS, GC and rest tissue.

• Hooknet-Breast 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.