Prediagnosis of obstructive sleep apnea via multiclass MTS

Computational and Mathematical Methods in Medicine

Volumn 2012, Issue , 2012, Pages

  Su, Chao Ton ^a   Chen, Kun Huang ^a   Chen, Li Fei ^b   Wang, Pa Chun ^c,d   Hsiao, Yu Hsiang ^e  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^b FU JEN CATHOLIC UNIVERSITY   (Taiwan)

^c CATHAY GENERAL HOSPITAL   (Taiwan)

^d FU JEN CATHOLIC UNIVERSITY   (Taiwan)

^e INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; DIAGNOSIS; LOGISTIC REGRESSION; SUPPORT VECTOR MACHINES; SUPPORT VECTOR REGRESSION;

C4.5 DECISION TREES; DIAGNOSTIC TOOLS; HEALTH CONCERNS; MAHALANOBIS-TAGUCHI SYSTEMS; OBSTRUCTIVE SLEEP APNEA; POLYSOMNOGRAPHY; QUESTIONNAIRE DATA;

SLEEP RESEARCH;

ACCURACY; ADOLESCENT; ADULT; AGED; ALGORITHM; ANTHROPOMETRY; ARTICLE; ARTIFICIAL NEURAL NETWORK; CHILD; DECISION TREE; DISEASE SEVERITY; FEMALE; HUMAN; INTERMETHOD COMPARISON; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MALE; MULTICLASS MAHALANOBIS TAGUCHI SYSTEM; POLYSOMNOGRAPHY; PREDICTION; QUESTIONNAIRE; ROUGH SET; SLEEP APNEA SYNDROME; SUPPORT VECTOR MACHINE; METHODOLOGY; MIDDLE AGED; SENSITIVITY AND SPECIFICITY;

ADOLESCENT; ADULT; AGED; CHILD; FEMALE; HUMANS; MALE; MIDDLE AGED; POLYSOMNOGRAPHY; QUESTIONNAIRES; SENSITIVITY AND SPECIFICITY; SLEEP APNEA, OBSTRUCTIVE; YOUNG ADULT;

EID: 84861027729     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2012/212498     Document Type: Article

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