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2025	Conditional Diffusion Models: A Survey of Techniques, Applications, and Challenges IEEE Access Theodor Panagiotakopoulos, Sotiris Kotsiantis, Alexandros Gkillas, Aris S. Lalos
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