Advanced deep learning framework for ECG arrhythmia classification using 1D-CNN with attention mechanism. - Mohammed Guhdar; Abdulhakeem O. Mohammed; Ramadhan J. Mstafa (Knowl. Based Syst., 2025)

Hybrid Deep Learning Model for epileptic seizure classification by using 1D-CNN with multi-head attention mechanism. - Mohammed Guhdar; Ramadhan J. Mstafa; Abdulhakeem O. Mohammed (CoRR, 2025)

A Novel Data Augmentation Strategy for Robust Deep Learning Classification of Biomedical Time-Series Data: Application to ECG and EEG Analysis. - Mohammed Guhdar; Ramadhan J. Mstafa; Abdulhakeem O. Mohammed (CoRR, 2025)