Phrungck/myocardial-segmentation

Use of segmentation models to extract the epicardium in low-quality echocardiograms. Dataset used: https://www.kaggle.com/datasets/aysendegerli/hmcqu-dataset

Myocardial Segmentation (2022 coding-style)

Used segmentation models to extract the epicardium from low-quality 2D echocardiograms.

Dataset

Extract/Unzip files from (https://www.kaggle.com/datasets/aysendegerli/hmcqu-dataset) then change root directory in hmc_load.py

Dependencies

• numpy
• torch
• opencv
• pandas
• matplotlib
• sklearn
• os

Sample Task