A Sleep Apnea Detection System Based on a One-Dimensional Deep Convolution Neural Network Model Using Single-Lead Electrocardiogram - Chang, Hung-Yu; Yeh, Cheng-Yu; Lee, Chung-Te; Lin, Chun-Cheng (Sensors (Basel, Switzerland), 2020)
Keywords: convolutional neural network; Datasets; deep learning; Electrocardiography; Humans; Neural networks; Neural Networks, Computer; obstructive sleep apnea; Polysomnography; Respiration; single-lead electrocardiogram; Sleep apnea; Sleep Apnea Syndromes - diagnosis; obstructive sleep apnea; deep learning; single-lead electrocardiogram; convolutional neural network