Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index

- SCD is predicated using SVM classifier and sudden cardiac death index (SCDI).
- Nonlinear features are extracted from HRV signals.
- SVM predicts SCD with 94.7% accuracy four minutes before its onset.
- SCDI predicts SCD accurately.