HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images

This code is based on the implementation of Quoc Dang Vu and Simon Graham available at this link. This code uses new loss functions with various encoders implemented.

Dataset

Download the CoNSeP dataset here: CoNSeP

The colour of the nuclear boundary denotes the type of nucleus.
Blue: epithelial
Red: inflammatory
Green: spindle-shaped
Cyan: miscellaneous

Results

All comparative results on the CoNSeP, Kumar and CPM-17 datasets can be found here.

Extra

The cell profiler pipeline that we used in our comparative experiments can be found here.