Self-supervised Learning of histopathological features using morphology reconstruction in H&E stained Whole Slide Images for semantic segmentation

ONGOING

2023

 

 | 

2024

 

RESEARCH AREAS

About project

In this project, I plan to design a method that trains a deep learning model to learn generic morphological features from H&E stained whole slide histopathological images. I want to achieve this by designing a new self-supervised method that learns representations by restoring tissue morphologies in the image.

 

Our publications & software