2 papers
eess.SP2025
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
The increasing need for accurate and unified analysis of diverse biological signals, such as ECG and EEG, is paramount for comprehensive patient assessment, especially in synchrono…
cs.LG2025
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
Epilepsy is a prevalent neurological disorder globally, impacting around 50 million people \cite{WHO_epilepsy_50million}. Epileptic seizures result from sudden abnormal electrical…