Seizure Detection Algorithm Using Heart Rate Variability Overview This study aimed to validate a novel seizure detection algorithm, based on heart rate variability (HRV) and logistic regression machine learning (LRML), in a Brazilian patient cohort undergoing long-term video-electroencephalography (LTM) monitoring. The LRML algorithm had shown promise in a Danish patient cohort, and