Document Detail


HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound.
MedLine Citation:
PMID:  22854037     Owner:  NLM     Status:  Publisher    
Abstract/OtherAbstract:
We present a fully automatic methodology for the detection of the Media-Adventitia border (MAb) in human coronary artery in Intravascular Ultrasound (IVUS) images. A robust border detection is achieved by means of a holistic interpretation of the detection problem where the target object, i.e. the media layer, is considered as part of the whole vessel in the image and all the relationships between tissues are learnt. A fairly general framework exploiting multi-class tissue characterization as well as contextual information on the morphology and the appearance of the tissues is presented. The methodology is (i) validated through an exhaustive comparison with both Inter-observer variability on two challenging databases and (ii) compared with state-of-the-art methods for the detection of the MAb in IVUS. The obtained averaged values for the mean radial distance and the percentage of area difference are 0.211mm and 10.1%, respectively. The applicability of the proposed methodology to clinical practice is also discussed.
Authors:
Francesco Ciompi; Oriol Pujol; Carlo Gatta; Marina Alberti; Simone Balocco; Xavier Carrillo; Josepa Mauri-Ferre; Petia Radeva
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Publication Detail:
Type:  JOURNAL ARTICLE     Date:  2012-7-23
Journal Detail:
Title:  Medical image analysis     Volume:  -     ISSN:  1361-8423     ISO Abbreviation:  Med Image Anal     Publication Date:  2012 Jul 
Date Detail:
Created Date:  2012-8-2     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  9713490     Medline TA:  Med Image Anal     Country:  -    
Other Details:
Languages:  ENG     Pagination:  -     Citation Subset:  -    
Copyright Information:
Copyright © 2012 Elsevier B.V. All rights reserved.
Affiliation:
Dept. of Applied Mathematics and Analysis, University of Barcelona, Spain; Computer Vision Center, Bellaterra, Spain.
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