Multivariate analysis of blood oxygen saturation recordings in obstructive sleep apnea diagnosis

IEEE Transactions on Biomedical Engineering

Volumn 57, Issue 12, 2010, Pages 2816-2824

  Álvarez, Daniel ^a   Hornero, Roberto ^a   Victor Marcos J ^a   Delcampo, Félix ^b  

^a UNIVERSITY OF VALLADOLID   (Spain)

^b HOSPITAL UNIVERSITARIO RÍO HORTEGA   (Spain)

Author keywords

Frequency domain analysis; logistic regression (LR); nocturnal pulse oximetry (NPO); nonlinear analysis; obstructive sleep apnea (OSA); time domain analysis

Indexed keywords

BLOOD OXYGEN SATURATION; COMMONLY USED; CROSS VALIDATION; DIAGNOSTIC ABILITY; FEATURE SELECTION; FEATURE SETS; FORWARD LOGISTICS; FOURTH-ORDER; LEAVE-ONE-OUT; LEMPEL ZIV COMPLEXITY; LOGISTIC REGRESSION (LR); MULTI VARIATE ANALYSIS; NONLINEAR FEATURES; OBSTRUCTIVE SLEEP APNEA; POWER SPECTRAL DENSITY FUNCTION; PULSE OXIMETRY; SIMULTANEOUS ANALYSIS; SPECTRAL CHARACTERISTICS; STATISTICAL MOMENTS; TIME AND FREQUENCY DOMAINS; TIME DOMAIN;

BLOOD; FEATURE EXTRACTION; FREQUENCY BANDS; FREQUENCY DOMAIN ANALYSIS; MULTIVARIANT ANALYSIS; NONINVASIVE MEDICAL PROCEDURES; NONLINEAR ANALYSIS; OXIMETERS; OXYGEN; POPULATION STATISTICS; POWER SPECTRAL DENSITY; REGRESSION ANALYSIS; SLEEP RESEARCH;

TIME DOMAIN ANALYSIS;

ACCURACY; ADULT; AGED; ARTICLE; BLOOD OXYGEN TENSION; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; MULTIVARIATE ANALYSIS; PULSE OXIMETER; PULSE OXIMETRY; SENSITIVITY AND SPECIFICITY; SLEEP APNEA SYNDROME; TIME; VALIDATION PROCESS;

ADULT; AGED; ALGORITHMS; FEMALE; HUMANS; LOGISTIC MODELS; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; OXIMETRY; OXYGEN; POLYSOMNOGRAPHY; REPRODUCIBILITY OF RESULTS; SLEEP APNEA, OBSTRUCTIVE;

EID: 78649300212     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2056924     Document Type: Article

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