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2025	Emerging SMOTE and GAN Variants for Data Augmentation in Imbalance Machine Learning Tasks: A Review IEEE Access Amadi G. Udu, Marwah T. Salman, Maryam K. Ghalati, Andrea Lecchini-Visintini, David R. Siddle, Hongbiao Dong
2025	A comprehensive review of AI-Based detection of Arrhythmia using Electrocardiogram (ECG) Computers in Biology and Medicine Ahtisham Ayyub, Christos Politis, Muhammad Arslan Usman
2025	Efficient ECG Beat Classification Using SMOTE-Enhanced SimCLR Representations and a Lightweight MLP Symmetry Berna Gurler Ari