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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

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