Project for the course Applied AI in Biomedicine. PoliMi 2022
Binary classification of pathological heartbeats from ECG signals using 1D CNNs in PyTorch
Bachelor thesis "Audio based heartbeat type classification"
GAN based Heartbeat Generation
A machine learning project to classify abnormal heartbeat sounds as Normal, Extrahls, Murmur, or Extrastole using heartbeat audio.
Deep learning based ECG heart beat classifier: Detection and classification of premature ectopic heartbeats.Signal Preprocessing, CNNs, Residual Learning, Class imbalance, Data syntehsis (SMOTE).
Neural networks trained to categorize heartbeat ECG's using mitbit and ptbdb datasets
On going project. CNN and LSTM performance comparison with heartbeat sound dataset
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