Fusion of Personalized Federated Learning (PFL) with Differential Privacy (DP) Learning for Diagnosis of Arrhythmia Disease - Bokhari, Syed Mohsin; Sohaib, Sarmad; Shafi, Muhammad (PloS one, 2025)
Keywords: Accuracy; Algorithms; Arrhythmia; Arrhythmias, Cardiac - diagnosis; Artificial intelligence; Bradycardia; Cardiac arrhythmia; Classification; Collaboration; Comparative analysis; Correlation coefficient; Correlation coefficients; Customization; Data integrity; Datasets; Deep learning; Disease; EKG; Electrocardiography; Electrocardiography - methods; Federated Learning; Health care; Heart; Humans; Learning; Machine Learning; Mortality; Physiology; Privacy; Real time; Signal processing; Sinuses; Tachycardia; Training; Wavelet transforms