DocumentCode :
2080543
Title :
A CAD system for atherosclerotic plaque assessment
Author :
Afonso, David ; Seabra, Jose ; Suri, J.S. ; Sanches, J.M.
Author_Institution :
IST, Inst. for Syst. & Robot., Lisbon, Portugal
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
1008
Lastpage :
1011
Abstract :
Recently, several atherosclerotic plaque characterization methods were proposed based on plaque morphology assessed through 2D ultrasound. It is of extreme importance to establish an objective quantification measure which allows the physicians to determine the risk of plaque rupture, and thus, of brain stroke. Having these, sometimes complex, measures easily and quickly assessed might prove invaluable for the physician an patient alike. This paper is a first attempt to incorporate such scores in a user-friendly software platform for Computer-aided Diagnosis. This tool provides a way to objectively and interactively characterize the atherosclerotic plaque, to store relevant patient data and to use several processing tools to outline the plaque and compute different echogenicity measures. Combinations of these features are used to provide two objective measure with clinical significance, known as activity index and enhanced activity index.
Keywords :
biomechanics; biomedical ultrasonics; brain; diseases; fracture; medical computing; neurophysiology; 2D ultrasound; CAD system; atherosclerotic plaque assessment; atherosclerotic plaque characterization methods; brain stroke; computer-aided diagnosis; echogenicity measurment; objective quantification measurement; plaque morphology; plaque rupture; user-friendly software platform; Artificial intelligence; Atherosclerosis; Feature extraction; Indexes; Software; Ultrasonic imaging; Diagnosis, Computer-Assisted; Female; Humans; Information Storage and Retrieval; Male; Plaque, Atherosclerotic; Software; Ultrasonography, Doppler;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346104
Filename :
6346104
Link To Document :
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