Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis

Medical and Biological Engineering and Computing

Volumn 48, Issue 9, 2010, Pages 895-902

  Marcos, J Víctor ^a   Hornero, Roberto ^a   Álvarez, Daniel ^a   Campo, Félix Del ^b   Aboy, Mateo ^c  

^a UNIVERSITY OF VALLADOLID   (Spain)

^b HOSPITAL UNIVERSITARIO RÍO HORTEGA   (Spain)

^c OREGON INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Linear discriminant analysis; Nonlinear analysis; Obstructive sleep apnoea syndrome; Oxygen saturation; Pattern classification; Spectral analysis

Indexed keywords

LINEAR DISCRIMINANT ANALYSIS; OBSTRUCTIVE SLEEP APNOEA SYNDROME; OXYGEN SATURATION; PATTERN CLASSIFICATION; SPECTRAL ANALYSIS;

ALGORITHMS; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; OXYGEN; PRINCIPAL COMPONENT ANALYSIS; SIGNAL DETECTION; SIGNAL PROCESSING; SLEEP RESEARCH; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS;

NONLINEAR ANALYSIS;

OXYGEN;

ADULT; AGED; ALGORITHM; ARTICLE; BLOOD; FEMALE; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; OXIMETRY; PROSPECTIVE STUDY; SIGNAL PROCESSING; SLEEP APNEA SYNDROME; STATISTICAL MODEL; VALIDATION STUDY;

ADULT; AGED; ALGORITHMS; FEMALE; HUMANS; LINEAR MODELS; MALE; MIDDLE AGED; OXIMETRY; OXYGEN; PROSPECTIVE STUDIES; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP APNEA, OBSTRUCTIVE;

EID: 77957823943     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-010-0646-6     Document Type: Article

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