Intelligence
Single-Lead to 12-Lead ECG Conversion Using RNN
LSTM network predicts multiple ECG leads.
Notes
Intelligence
- Predicts remaining 11 leads from a single lead
- Noise removal: Butterworth filter and DWT (db-6 wavelet)
- Experiments with noise removal strategies
- Peak R² 0.9 (some leads); peak average R² 0.56