Efficient Deep Learning Based Hybrid Model to Detect Obstructive Sleep Apnea - Hemrajani, Prashant; Dhaka, Vijaypal Singh; Rani, Geeta; Shukla, Praveen; Bavirisetti, Durga Prasad (Sensors (Basel, Switzerland), 2023)
Keywords: Accuracy; Algorithms; Cardiovascular system; Classification; Data mining; Datasets; Deep Learning; Electrocardiogram; Electrocardiography; Gated Recurrent Unit; Health care industry; Humans; Long Short Term Memory; Machine learning; MobileNet V1; Neural networks; obstructive sleep apnea; Patients; Reproducibility of Results; Sensors; single-lead ECG; Sleep; Sleep apnea; Sleep apnea syndromes; Sleep Apnea, Obstructive - diagnosis; Sleep deprivation; Sleep disorders; Support vector machines; Wavelet transforms; Wearable computers; obstructive sleep apnea; Gated Recurrent Unit; MobileNet V1; Long Short Term Memory; single-lead ECG