MA²MU-Net++

This is the official implementation of "MA²MU-Net++: A Mahalanobis Distance and Ackley Function based Multi-Modal U-Net++ Model for Breast Nuclei Segmentation in Histopathology Images"

Overall workflow:

How to use

-Fork the repository.
-Download the TNBC and MoNuSeG datasets.
-Run the jupyter notebook to train the model and generate results. Make sure to change the paths according to your requirement.

Results

Activation maps

TNBC

MoNuSeG

Authors:

Surya Majumder
Ayush Roy
Ram Sarkar
Dmitrii Kaplun

Citation:

Please do cite our paper in case you find it useful for your research.
Citation-

-Link to our paper-