{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T12:23:08Z","timestamp":1759580588986,"version":"3.37.3"},"reference-count":51,"publisher":"Wiley","license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["30911120497\/H0215","61001141","2011CB933103","20090142120091"],"award-info":[{"award-number":["30911120497\/H0215","61001141","2011CB933103","20090142120091"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["30911120497\/H0215","61001141","2011CB933103","20090142120091"],"award-info":[{"award-number":["30911120497\/H0215","61001141","2011CB933103","20090142120091"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Basic Research & Development Program of China","award":["30911120497\/H0215","61001141","2011CB933103","20090142120091"],"award-info":[{"award-number":["30911120497\/H0215","61001141","2011CB933103","20090142120091"]}]},{"name":"Doctoral Program of Higher Education of China","award":["30911120497\/H0215","61001141","2011CB933103","20090142120091"],"award-info":[{"award-number":["30911120497\/H0215","61001141","2011CB933103","20090142120091"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational and Mathematical Methods in Medicine"],"published-print":{"date-parts":[[2013]]},"abstract":"<jats:p>Carotid atherosclerosis is a major reason of stroke, a leading cause of death and disability. In this paper, a segmentation method based on Active Shape Model (ASM) is developed and evaluated to outline common carotid artery (CCA) for carotid atherosclerosis computer-aided evaluation and diagnosis. The proposed method is used to segment both media-adventitia-boundary (MAB) and lumen-intima-boundary (LIB) on transverse views slices from three-dimensional ultrasound (3D US) images. The data set consists of sixty-eight, 17 \u00d7 2 \u00d7 2, 3D US volume data acquired from the left and right carotid arteries of seventeen patients (eight treated with 80\u2009mg atorvastatin and nine with placebo), who had carotid stenosis of 60% or more, at baseline and after three months of treatment. Manually outlined boundaries by expert are adopted as the ground truth for evaluation. For the MAB and LIB segmentations, respectively, the algorithm yielded Dice Similarity Coefficient (DSC) of 94.4%\u2009\u00b1\u20093.2% and 92.8%\u2009\u00b1\u20093.3%, mean absolute distances (MAD) of 0.26 \u00b1 0.18\u2009mm and 0.33 \u00b1 0.21\u2009mm, and maximum absolute distances (MAXD) of 0.75 \u00b1 0.46\u2009mm and 0.84 \u00b1 0.39\u2009mm. It took 4.3 \u00b1 0.5\u2009mins to segment single 3D US images, while it took 11.7 \u00b1 1.2\u2009mins for manual segmentation. The method would promote the translation of carotid 3D US to clinical care for the monitoring of the atherosclerotic disease progression and regression.<\/jats:p>","DOI":"10.1155\/2013\/345968","type":"journal-article","created":{"date-parts":[[2013,3,6]],"date-time":"2013-03-06T17:06:07Z","timestamp":1362589567000},"page":"1-11","source":"Crossref","is-referenced-by-count":19,"title":["Ultrasound Common Carotid Artery Segmentation Based on Active Shape Model"],"prefix":"10.1155","volume":"2013","author":[{"given":"Xin","family":"Yang","sequence":"first","affiliation":[{"name":"State Key Laboratory for Multispectral Information Processing Technologies, Institute for Pattern Recognition and Artificial Intelligence (IPRAI), Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]},{"given":"Jiaoying","family":"Jin","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, College of Life Science and Technology, Image Processing and Intelligence Control Key Laboratory of Education of Ministry of China, Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]},{"given":"Mengling","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, College of Life Science and Technology, Image Processing and Intelligence Control Key Laboratory of Education of Ministry of China, Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]},{"given":"Huihui","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, College of Life Science and Technology, Image Processing and Intelligence Control Key Laboratory of Education of Ministry of China, Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]},{"given":"Wanji","family":"He","sequence":"additional","affiliation":[{"name":"Biomedical Instrument Institute, Med-X Research Institute, Shanghai Jiaotong University, Shanghai 200030, China"}]},{"given":"Ming","family":"Yuchi","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, College of Life Science and Technology, Image Processing and Intelligence Control Key Laboratory of Education of Ministry of China, Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]},{"given":"Mingyue","family":"Ding","sequence":"additional","affiliation":[{"name":"State Key Laboratory for Multispectral Information Processing Technologies, Institute for Pattern Recognition and Artificial Intelligence (IPRAI), Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"},{"name":"Department of Biomedical Engineering, College of Life Science and Technology, Image Processing and Intelligence Control Key Laboratory of Education of Ministry of China, Huazhong University of Science and Technology (HUST), Wuhan, Hubei 430074, China"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ypmed.2010.07.021"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/0140-6736(91)92916-P"},{"first-page":"67","volume-title":"3DUS imaging of the carotid arteries","year":"2008","key":"3"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1038\/35025203"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/51.870227"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1161\/01.STR.0000178543.19433.20"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/0301-5629(94)90031-0"},{"issue":"2","key":"8","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1007\/PL00007790","volume":"247","year":"2000","journal-title":"Journal of Neurology"},{"issue":"1","key":"9","first-page":"15","volume":"8","year":"1989","journal-title":"Journal of Cardiovascular Technology"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1067\/mva.2002.121210"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.929098"},{"issue":"2","key":"12","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1109\/42.836372","volume":"19","year":"2000","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-006-0140-3"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-011-9375-0"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2010.04.015"},{"issue":"5","key":"16","doi-asserted-by":"crossref","first-page":"1432","DOI":"10.1161\/01.CIR.96.5.1432","volume":"96","year":"1997","journal-title":"Circulation"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1038\/ncpneuro0324"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2007.01.013"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2009.05.017"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1118\/1.1287111"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/46\/4\/327"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-006-0085-6"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1117\/1.2541231"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1118\/1.3438476"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.5815\/ijigsp.2011.05.03"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1118\/1.3574887"},{"key":"29","first-page":"869","volume-title":"Carotid artery ultrasound image segmentation using Fuzzy region growing","volume":"3656","year":"2005"},{"key":"30","first-page":"782","volume-title":"Diffusion-based detection of carotid artery lumen from ultrasound images","volume":"5627","year":"2009"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2007.05.021"},{"issue":"2","key":"33","first-page":"1","volume":"14","year":"1991","journal-title":"Clinical Cardiology"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1161\/ATVBAHA.108.179739"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1016\/j.hlc.2010.12.002"},{"issue":"2","key":"36","first-page":"143","volume":"94","year":"2010","journal-title":"Arquivos Brasileiros de Cardiologia"},{"first-page":"263","volume-title":"Volumetric evaluation of carotid atherosclerosis using 3-dimensional ultrasonic imaging","year":"2012","key":"38"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2012.02.013"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1118\/1.3301592"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/46\/5\/201"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1118\/1.2955550"},{"issue":"3","key":"43","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1016\/S0734-189X(87)80186-X","volume":"39","year":"1987","journal-title":"Computer Vision, Graphics, and Image Processing"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2002.804276"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1995.1004"},{"journal-title":"World Wide Web Publication","year":"2001","key":"47"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehp567"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1186\/ar2641"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.3899\/jrheum.090670"},{"first-page":"237","volume-title":"Monitoring regression and progression of atherosclerosis","year":"2010","key":"52"},{"key":"53","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.109.879254"},{"issue":"11","key":"55","doi-asserted-by":"crossref","first-page":"2522","DOI":"10.1161\/hs1101.097391","volume":"32","year":"2001","journal-title":"Stroke"},{"issue":"5","key":"56","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1109\/42.640755","volume":"16","year":"1997","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"57","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2002.803121"},{"key":"58","doi-asserted-by":"publisher","DOI":"10.1159\/000069491"}],"container-title":["Computational and Mathematical Methods in Medicine"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2013\/345968.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2013\/345968.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2013\/345968.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T04:54:09Z","timestamp":1498020849000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/cmmm\/2013\/345968\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"references-count":51,"alternative-id":["345968","345968"],"URL":"https:\/\/doi.org\/10.1155\/2013\/345968","relation":{},"ISSN":["1748-670X","1748-6718"],"issn-type":[{"type":"print","value":"1748-670X"},{"type":"electronic","value":"1748-6718"}],"subject":[],"published":{"date-parts":[[2013]]}}}