Peering into the Heart: A Comprehensive Exploration of Semantic Segmentation and Explainable AI on the MnMs-2 Cardiac MRI Dataset.
This repository consist of all he code for the research work presented in Peering into the Heart paper.
- pre-processing: the code used for pre-processing of MnMs-2 dataset. The data source is a private google drive in the provided code. However, the same dataset can be obtained from MnMs-2 (https://www.ub.edu/mnms-2/)
- segmentation: the training and model architecture code.
- explainable-ai: the code used for Explainable AI visualizations
- python 3.8 or above run time with the ipynb environment.
- Nvdia A100 GPU