A neural network method for detection of obstructive sleep apnea and narcolepsy based on pupil size and EEG

IEEE Transactions on Neural Networks

Volumn 19, Issue 2, 2008, Pages 308-318

  Liu, Derong ^a   Pang, Zhongyu ^a   Lloyd, Stephen R ^b  

^a University of Illinois   (United States)

^b UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

Adaptive resonance theory (ART2); Electroencephalogram (EEG); Healthy controls; Narcolepsy; Neural network (NN); Obstructive sleep apnea (OSA); Pupil stage

Indexed keywords

ELECTROENCEPHALOGRAPHY; FOURIER TRANSFORMS; HUMAN ENGINEERING; SLEEP RESEARCH; WAVELET TRANSFORMS;

ADAPTIVE RESONANCE THEORY; HEALTH CONTROLS; NARCOLEPSY; OBSTRUCTIVE SLEEP APNEA; PUPIL STAGE;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; HUMAN; METHODOLOGY; NARCOLEPSY; PATHOPHYSIOLOGY; POLYSOMNOGRAPHY; POSITIVE END EXPIRATORY PRESSURE; PUPIL; SIGNAL PROCESSING; SLEEP APNEA SYNDROME;

BRAIN MAPPING; CONTINUOUS POSITIVE AIRWAY PRESSURE; ELECTROENCEPHALOGRAPHY; HUMANS; NARCOLEPSY; NEURAL NETWORKS (COMPUTER); POLYSOMNOGRAPHY; PUPIL; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP APNEA, OBSTRUCTIVE;

EID: 40549130393     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2007.908634     Document Type: Article

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