ptbdb-dataset

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heartbeat-classification-cnn
/ heartbeat-classification-cnn
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.
anomaly-detection autoencoder deep-learning ecg-analysis cardiology data-visualization healthcare-ai machine-learning tensorflow ptbdb-dataset
Language:Jupyter Notebook 2

/ heartbeat-classification-cnn