Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals. - Hisham ElMoaqet; Mohammad Eid; Martin Glos; Mutaz Ryalat; Thomas Penzel (Sensors, 2020)

A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals. - Hisham ElMoaqet; Mohammad Eid; Mutaz Ryalat; Thomas Penzel (Sensors, 2022)