Multi-modal multi-task deep neural networks for sleep disordered breathing assessment using cardiac and audio signals - Xie, Jiali; Fonseca, Pedro; van Dijk, Johannes P.; Overeem, Sebastiaan; Long, Xi (International journal of medical informatics (Shannon, Ireland), 2025)
Keywords: Adult; Audio; Deep Learning; Electrocardiogram; Electrocardiography - methods; Female; Humans; Male; Middle Aged; Multi-modal; Neural Networks, Computer; Obstructive sleep apnea; Polysomnography - methods; Signal Processing, Computer-Assisted; Sleep Apnea Syndromes - diagnosis; Sleep Apnea Syndromes - physiopathology; Sleep-wake; Deep learning; Sleep-wake; Multi-modal; Audio; Obstructive sleep apnea; Electrocardiogram