Estimation of cerebral blood flow velocity during breath-hold challenge using artificial neural networks - Al-Abed, Mohammad A.; Al-Bashir, Areen K.; Al-Rawashdeh, Ayman; Alex, Raichel M.; Zhang, Rong; Watenpaugh, Donald E.; Behbehani, Khosrow (Computers in biology and medicine, 2019)
Keywords: Apnea; Artificial neural networks; Biomedical signal processing; Blood flow; Blood oxygen saturation; Blood pressure; Body mass index; Body size; Breath-hold challenge; Cerebral blood flow; Cerebral blood flow velocity; Cerebrovascular system; Chronic obstructive pulmonary disease; Computer simulation; Datasets; Feature extraction; Flow velocity; Forehead; Head injuries; Hemodynamics; Hypoxia; Learning theory; Machine learning; Neural networks; Obstructive sleep apnea; Oximetry; Oxygen content; Patients; Permutations; Photoplethysmography; Physiology; Sleep; Sleep apnea; Sleep disorders; Stroke; Supine position; Therapeutic applications; Time series estimation; Topology; Trauma; Ultrasound; Veins & arteries; Waveforms; Time series estimation; Machine learning; Blood oxygen saturation; Photoplethysmography; Breath-hold challenge; Cerebral blood flow velocity; Obstructive sleep apnea; Biomedical signal processing