Sleep prediction using data from oximeter, accelerometer and snoring for portable monitor obstructive sleep apnea diagnosis - Domingues, Diego Munduruca; Rocha, Paloma Rodrigues; Miachon, Ana Cláudia M. V.; Giampá, Sara Quaglia de Campos; Soares, Filipe; Genta, Pedro R.; Lorenzi-Filho, Geraldo (Scientific reports, 2024)
Keywords: 631/114/1305; 692/700/139; Accelerometers; Accelerometry - instrumentation; Accelerometry - methods; Adult; Aged; Algorithms; Apnea; Artificial neural network; Body mass index; Female; Humanities and Social Sciences; Humans; Male; Middle Aged; multidisciplinary; Neural networks; Neural Networks, Computer; Obstructive sleep apnea; Oximetry - instrumentation; Oximetry - methods; Polysomnography - instrumentation; Polysomnography - methods; Predictions; Science; Science (multidisciplinary); Sensitivity analysis; Sleep - physiology; Sleep apnea; Sleep Apnea, Obstructive - diagnosis; Sleep Apnea, Obstructive - physiopathology; Sleep disorders; Sleep prediction; Smartphone; Snoring - diagnosis; Snoring - physiopathology; Obstructive sleep apnea; Artificial neural network; Sleep prediction