Detection of left ventricular motion abnormality via information measures and Bayesian filtering

IEEE Transactions on Information Technology in Biomedicine

Volumn 14, Issue 4, 2010, Pages 1106-1113

  Punithakumar, Kumaradevan ^a   Ayed, Ismail Ben ^a   Ross, Ian G ^b   Islam, Ali ^c   Chong, Jaron ^d   Li, Shuo ^a,d  

^a GE HEALTHCARE   (Canada)

^b LONDON HEALTH SCIENCES CENTRE   (Canada)

^c ST JOSEPH S HEALTH CENTRE   (Canada)

^d UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

Cardiac wall motion abnormality; computer aided diagnosis; information theoretic measures; level sets; MRI; recursive Bayesian filtering; Shannons differential entropy (SDE)

Indexed keywords

ABNORMALITY DETECTION; BAYESIAN FILTERING; BAYESIAN FILTERS; CARDIAC WALL; DIFFERENTIAL ENTROPY; EXPERIMENTAL ANALYSIS; FISHER INFORMATION; FUNCTIONAL IMAGES; GLOBAL MEASURES; HEART MOTION; HEART WALL MOTION; INFORMATION MEASURES; INFORMATION THEORETIC MEASURE; LEFT VENTRICULAR; LEFT VENTRICULAR MOTION; LEVEL SET; NOISY DATA; PRIOR KNOWLEDGE; RADIAL DISPLACEMENTS; RADIAL DISTANCE; RADIAL VELOCITY; STATISTICAL INFORMATION; WALL MOTION;

BAYESIAN NETWORKS; ENTROPY; FISHER INFORMATION MATRIX; HEART; IMAGE SEGMENTATION; INFORMATION THEORY;

COMPUTER AIDED DIAGNOSIS;

ARTICLE; BAYES THEOREM; HEART VENTRICLE; HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING;

BAYES THEOREM; HEART VENTRICLES; HUMANS; MAGNETIC RESONANCE IMAGING;

EID: 77954579104     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2010.2050778     Document Type: Article

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