Skip to content

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

Notifications You must be signed in to change notification settings

Phrungck/myocardial-segmentation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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

alt text