Aiwiscal / CDCL-ECG

A Joint Cross-dimensional Contrastive Learning Framework for 12-lead ECGs

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The source codes for "A Joint Cross-dimensional Contrastive Learning Framework for 12-lead ECGs and Its Heterogeneous Deployment on SoC"

PAPER: W. Liu, H. Zhang, S. Chang, H. Wang, J. He, Q. Huang, "A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC", Comput. Biol. Med. 152 (2023) 106390. https://doi.org/https://doi.org/10.1016/j.compbiomed.2022.106390.

ATTENTION: As TensorFlow 2.x may be the mainstream version nowadays, we re-implemented the work in TensorFlow 2.7 and TensorFlow.Keras!

DATASETS: Datasets can be downloaded from https://figshare.com/articles/dataset/Datasets_for_CDCL/21671255

DEVELOPMENT BOARD: Terasic DE10-Nano Kit

Thank you for your attention. If you have questions about this work, you can contact Wenhan Liu: WHliu@whu.edu.cn

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A Joint Cross-dimensional Contrastive Learning Framework for 12-lead ECGs

License:MIT License


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