Automatic bifurcation detection in coronary IVUS sequences

IEEE Transactions on Biomedical Engineering

Volumn 59, Issue 4, 2012, Pages 1022-1031

  Alberti, Marina ^a,b   Balocco, Simone ^a,b   Gatta, Carlo ^a,b   Ciompi, Francesco ^a,b   Pujol, Oriol ^a,b   Silva, Joana ^c   Carrillo, Xavier ^d   Radeva, Petia ^a,b  

^a UNIVERSITY OF BARCELONA   (Spain)

^b Barcelona Perception Computing Lab   (Spain)

^c CENTRO HOSPITALAR E UNIVERSITÁRIO DE COIMBRA   (Portugal)

^d HOSPITAL UNIVERSITARI GERMANS TRIAS I PUJOL   (Spain)

Author keywords

Contextual classification; coronary bifurcations; intravascular ultrasound (IVUS); texture analysis

Indexed keywords

ANGULAR ORIENTATION; AUTOMATIC METHOD; CLASSIFICATION SCHEME; CONTEXTUAL CLASSIFICATION; CONTEXTUAL INFORMATION; DETECTION TASKS; DISCRIMINATIVE CLASSIFIERS; F-MEASURE SCORES; HIGH VARIABILITY; INTRA-OBSERVER VARIABILITY; INTRAVASCULAR ULTRASOUND; INTRAVASCULAR ULTRASOUND (IVUS); MULTISCALES; RANDOM FORESTS; SEQUENTIAL LEARNING; TEXTURAL FEATURE; TEXTURE ANALYSIS;

ADAPTIVE BOOSTING; DECISION TREES; IMAGE SEGMENTATION; ULTRASONICS;

BIFURCATION (MATHEMATICS);

ACCURACY; ADABOOST CLASSIFIER; ADULT; AGED; ARTICLE; ATHEROSCLEROSIS; AUTOMATION; CLASSIFIER; CLINICAL ARTICLE; COMPARATIVE STUDY; CORONARY ARTERY; CORONARY ARTERY BIFURCATION; DIAGNOSTIC ACCURACY; F MEASURE SCORE; FEMALE; HUMAN; IMAGE QUALITY; INTRAVASCULAR ULTRASOUND; MALE; MATHEMATICAL MODEL; OBSERVER VARIATION; RANDOM FOREST; SCORING SYSTEM; SENSITIVITY ANALYSIS; SUPPORT VECTOR MACHINE;

ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; ARTIFICIAL INTELLIGENCE; CORONARY ARTERY DISEASE; CORONARY VESSELS; ECHOCARDIOGRAPHY; FEMALE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MALE; MIDDLE AGED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; ULTRASONOGRAPHY, INTERVENTIONAL;

EID: 84858952587     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2011.2181372     Document Type: Article

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