Convolutional Neural Networks for Sleep Apnea Detection from Electrocardiographic Signals
A convolutional neural network (CNN)-based intelligent system for the automatic detection of OSA events from single-lead electrocardiogram (ECG) signals is proposed, providing an effective, simple, and reproducible approach for automatic OSA detection.