Nonlinear features for single-channel diagnosis of sleep-disordered breathing diseases

IEEE Transactions on Biomedical Engineering

Volumn 57, Issue 8, 2010, Pages 1973-1981

  Rathnayake, Suren I ^a   Wood, Ian A ^a   Abeyratne, Udantha R ^a   Hukins, Craig ^b  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b PRINCESS ALEXANDRA HOSPITAL   (Australia)

Author keywords

Classifier selection; recurrence quantification analysis (RQA); repeated learning testing; sleep disordered breathing (SDB)

Indexed keywords

CLASSIFIERS; DISCRIMINANT ANALYSIS; MEASUREMENTS; PRESSURE CONTROL; SLEEP RESEARCH; TIME SERIES; TIME SERIES ANALYSIS;

AIRFLOW MEASUREMENTS; BODY MASS INDEX; CLASSIFIER SELECTION; CROSS VALIDATION; DISEASE CLASSIFICATION; MEASUREMENT TIME; NONLINEAR FEATURES; OPTIMAL OPERATING POINT; RECEIVER OPERATING CURVES; RECURRENCE QUANTIFICATION ANALYSIS; RECURRENCE QUANTIFICATION ANALYSIS (RQA); RESPIRATORY DISTURBANCES; SCREENING DEVICES; SINGLE-CHANNEL; SLEEP-DISORDERED BREATHING; TWO-LAYER STRUCTURES; UNBIASED ESTIMATES;

DIAGNOSIS;

ARTICLE; AUTOMATION; BODY MASS; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; DISEASE CLASSIFICATION; HUMAN; NECK; POLYSOMNOGRAPHY; PRESSURE; QUANTITATIVE ANALYSIS; RECURRENT DISEASE; RESPIRATORY AIRFLOW; RESPIRATORY FAILURE; SENSITIVITY AND SPECIFICITY; SLEEP DISORDERED BREATHING; SLEEP PATTERN; VALIDATION PROCESS; ALGORITHM; AUTOMATED PATTERN RECOGNITION; BREATHING; FEMALE; LUNG VENTILATION; MALE; MULTIVARIATE ANALYSIS; NONLINEAR SYSTEM; NOSE; PATHOPHYSIOLOGY; PROCEDURES; RECEIVER OPERATING CHARACTERISTIC; REPRODUCIBILITY; SLEEP APNEA SYNDROMES;

ALGORITHMS; BODY MASS INDEX; FEMALE; HUMANS; MALE; MULTIVARIATE ANALYSIS; NECK; NONLINEAR DYNAMICS; NOSE; PATTERN RECOGNITION, AUTOMATED; POLYSOMNOGRAPHY; PRESSURE; PULMONARY VENTILATION; REPRODUCIBILITY OF RESULTS; RESPIRATION; ROC CURVE; SLEEP APNEA SYNDROMES;

EID: 77954634091     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2044175     Document Type: Article

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