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ptbdb-dataset

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heartbeat-classification-cnn

jorgesandoval / heartbeat-classification-cnn

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An advanced ECG anomaly detection system using deep learning. This repository contains a CNN autoencoder trained on the PTBDB dataset to identify abnormal heart rhythms. It employs various loss functions for model optimization and provides comprehensive visualizations of the results.

machine-learning deep-learning tensorflow data-visualization autoencoder anomaly-detection cardiology healthcare-ai ecg-analysis ptbdb-dataset
  • Updated Oct 23, 2023
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