{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T12:31:06Z","timestamp":1778589066090,"version":"3.51.4"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2015,8,1]],"date-time":"2015-08-01T00:00:00Z","timestamp":1438387200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["IRDF"],"award-info":[{"award-number":["IRDF"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tmi.2014.2365746","type":"journal-article","created":{"date-parts":[[2014,10,29]],"date-time":"2014-10-29T19:13:29Z","timestamp":1414610009000},"page":"1640-1648","source":"Crossref","is-referenced-by-count":50,"title":["Regression Segmentation for &lt;formula formulatype=\"inline\"&gt;&lt;tex Notation=\"TeX\"&gt;$M^{3}$&lt;\/tex&gt;&lt;\/formula&gt; Spinal Images"],"prefix":"10.1109","volume":"34","author":[{"given":"Zhijie","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiantong","family":"Zhen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"KengYeow","family":"Tay","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Said","family":"Osman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Walter","family":"Romano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011139631724"},{"key":"ref33","first-page":"757","article-title":"Multi-dimensional function approximation and regression estimation","author":"p\ufffdrez-cruz","year":"2002","journal-title":"ICANN"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1006\/cviu.1995.1004","article-title":"Active shape models their training and application","volume":"61","author":"cooper","year":"1995","journal-title":"Comput Vis Image Understand"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/NSSMIC.2008.4774298"},{"key":"ref30","first-page":"325","article-title":"Sparse Kernel machines","author":"bishop","year":"2006","journal-title":"Pattern Recognit Mach Learn"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2012.6224716"},{"key":"ref36","first-page":"734","article-title":"Fast training of support vector classifiers","author":"p\ufffdrez-cruz","year":"2000","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref35","author":"scholkopf","year":"2002","journal-title":"Learning with kernels"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831028"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.121"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"1017","DOI":"10.1007\/978-3-540-74260-9_90","article-title":"Watershed segmentation of intervertebral disk and spinal canal from MRI images","author":"chevrefils","year":"2007","journal-title":"Proc Int Conf Image Anal Recognit"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1007\/11556121_56","article-title":"Method for automatically segmenting the spinal cord and canal from 3-D CT images","author":"ny\ufffdl","year":"2005","journal-title":"Comput Anal Images Patterns"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2012.05.002"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1117\/12.878055"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85988-8_44"},{"key":"ref22","first-page":"753","article-title":"A new approach for cervical vertebrae segmentation","author":"mahmoudi","year":"2007","journal-title":"Progr Pattern Recognit Image Anal Appl"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/56\/23\/011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2018286"},{"key":"ref23","first-page":"221","article-title":"Graph cuts with invariant object-interaction priors: Application to intervertebral disc segmentation","author":"ayed","year":"2011","journal-title":"Inf Process Med Imag"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2027225"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.06.006"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2021941"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2047403"},{"key":"ref11","first-page":"202","article-title":"Lumbar disc localization and labeling with a probabilistic model on both pixel and object features","volume":"11","author":"corso","year":"2008","journal-title":"Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553510"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/55\/1\/015"},{"key":"ref13","first-page":"141","article-title":"Robust MR spine detection using hierarchical learning and local articulated model","volume":"15","author":"zhan","year":"2012","journal-title":"Med Image Comput Comput -Assist Intervent MICCAI"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2023362"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85988-8_28"},{"key":"ref16","first-page":"2527","article-title":"Automated vertebra detection and segmentation from the whole spine MR images","volume":"3","author":"peng","year":"2005","journal-title":"Proc IEEE Eng Med Biol Soc Conf"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCME.2007.4381830"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.09.007"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5652849"},{"key":"ref4","author":"mckinnis","year":"2013","journal-title":"Fundamentals of Musculoskeletal Imaging"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1097\/TA.0b013e3181c0b67a","article-title":"Computed tomography alone versus computed tomography and magnetic resonance imaging in the identification of occult injuries to the cervical spine: A meta-analysis","volume":"68","author":"aj","year":"2010","journal-title":"J Trauma"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10520-3_49"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-63046-5_40"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04271-3_123"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2006.05.005"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/S1350-4533(02)00144-3"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2019765"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/BF00133570"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2006.882124"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2005.1616447"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/42.363096"},{"key":"ref41","first-page":"509","article-title":"Detection of vertebral body fractures based on cortical shell unwrapping","volume":"15","author":"yao","year":"2012","journal-title":"Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1259\/bjr\/20861881"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/7172567\/06939729.pdf?arnumber=6939729","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:05:36Z","timestamp":1642003536000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6939729\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":50,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2014.2365746","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}