Real-time sleep quality assessment using single-lead ECG and multi-stage SVM classifier

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 1178-1181

  Bsoul, Majdi ^a,b   Minn, Hlaing ^c   Nourani, Mehrdad ^c   Gupta, Gopal ^c   Tamil, Lakshman ^c  

^a NOKIA RESEARCH CENTER   (United States)

^b UNIVERSITY OF TEXAS AT DALLAS   (United States)

^c The University of Texas at Dallas   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EFFICIENCY INDEX; EFFICIENCY MEASURE; MULTI-STAGE; NON-INTRUSIVE; OBJECTIVE ASSESSMENT; POLYSOMNOGRAPHY; SLEEP QUALITY; SVM CLASSIFIERS;

CLASSIFIERS; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; RATING; SUPPORT VECTOR MACHINES;

SLEEP RESEARCH;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SYSTEM; ELECTROCARDIOGRAPHY; HUMAN; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SLEEP STAGE;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SYSTEMS; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; HUMANS; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SLEEP STAGES;

EID: 78650813108     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626011     Document Type: Conference Paper

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