Automated scoring of obstructive sleep apnea and hypopnea events using short-term electrocardiogram recordings

IEEE Transactions on Information Technology in Biomedicine

Volumn 13, Issue 6, 2009, Pages 1057-1067

  Khandoker, Ahsan H ^a   Gubbi, Jayavardhana ^a   Palaniswami, Marimuthu ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

ECG; Neural networks (NNs); Obstructive sleep apnea (OSA); Sleep study; Wavelet

Indexed keywords

CLASSIFICATION ,; CROSS VALIDATION; CROSS-VALIDATION TECHNIQUE; ECG; ECG SIGNALS; ELECTROCARDIOGRAM RECORDINGS; HYPOPNEA DETECTION; OBSTRUCTIVE SLEEP APNEA; OBSTRUCTIVE SLEEP APNEA (OSA); SAMPLING RATES; SLEEP STUDY; STANDARD DEVIATION; TEST ACCURACY; TEST SETS; TRAINING SETS; UNBIASED ESTIMATION; WAVELET; WAVELET-BASED FEATURE;

ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; FEEDFORWARD NEURAL NETWORKS; SIGNAL PROCESSING;

SLEEP RESEARCH;

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; ELECTROCARDIOGRAPHY; HUMAN; METHODOLOGY; MIDDLE AGED; MONITORING; PATHOPHYSIOLOGY; POLYSOMNOGRAPHY; RECEIVER OPERATING CHARACTERISTIC; REPRODUCIBILITY; SIGNAL PROCESSING; SLEEP APNEA SYNDROME;

ADULT; ELECTROCARDIOGRAPHY; HUMANS; MIDDLE AGED; MODELS, BIOLOGICAL; MONITORING, PHYSIOLOGIC; NEURAL NETWORKS (COMPUTER); PATTERN RECOGNITION, AUTOMATED; POLYSOMNOGRAPHY; REPRODUCIBILITY OF RESULTS; ROC CURVE; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP APNEA, OBSTRUCTIVE;

EID: 70449568684     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2009.2031639     Document Type: Article

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