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
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