Official repo for [EchoFM: Foundation Model for Generalizable Echocardiogram Analysis]
- EchoFM is pre-trained on 290K Echocardiography clips with self-supervised learning
- EchoFM has been validated in multiple downstream tasks including segmentatino, classification, disease detection tasks.
- EchoFM can be efficiently adapted to customised tasks.
Download the EchoFM pre-trained weights [will be released soon]
- Install dependencies
git clone https://github.com/kimsekeun/Echo_FM.git
cd Echo_FM
pip install -r requirement.txt
- Create environment with docker image: '''
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If you find this repository useful, please consider citing this paper: [will be released soon]
Please contact [email protected] if you have questions.