{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T05:20:45Z","timestamp":1773552045215,"version":"3.50.1"},"reference-count":127,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2014,7,1]],"date-time":"2014-07-01T00:00:00Z","timestamp":1404172800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2014,7]]},"DOI":"10.1109\/jbhi.2014.2298139","type":"journal-article","created":{"date-parts":[[2014,1,31]],"date-time":"2014-01-31T17:47:32Z","timestamp":1391190452000},"page":"1337-1354","source":"Crossref","is-referenced-by-count":16,"title":["Shape Analysis of the Human Brain: A Brief Survey"],"prefix":"10.1109","volume":"18","author":[{"given":"Matthew J.","family":"Nitzken","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel F.","family":"Casanova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgy","family":"Gimelfarb","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tamer","family":"Inanc","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jacek M.","family":"Zurada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ayman","family":"El-Baz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","author":"kimmel","year":"1994","journal-title":"Finding Shortest Paths On Surfaces By Fast Global Approximation And Precise Local Refinement"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2012.6235576"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2006.270779"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2004.12.002"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S1077-3142(03)00015-8"},{"key":"ref30","author":"berger","year":"1988","journal-title":"Differential Geometry Manifolds and Curves and And Surfaces"},{"key":"ref37","first-page":"510","article-title":"White matter integrity analysis along cingulum paths in mild cognitive impairment?A geodesic distance approach","author":"liang","year":"2008","journal-title":"Proc 2nd Int Conf Bioinformat Biomed Eng"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.1109\/TVCG.2008.134","article-title":"Geodesic distance-weighted shape vector image diffusion","volume":"14","author":"hua","year":"2008","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2008.4540929"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409164"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1006\/jtbi.1994.1024"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-010-9510-3"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/34.730559"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1117\/12.2006846"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2012.2187302"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-4666-0059-1.ch015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2010.5652409"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2010.5490403"},{"key":"ref101","first-page":"1","article-title":"Statistical quantification of brain shape deformation with homologous brain shape modeling","author":"yamaguchi","year":"2010","journal-title":"Proc World Autom Congr"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1177\/1362361310386506"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2009.5345971"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2478\/v10134-010-0017-8"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012077790-7\/50014-X"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1997.0605"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872742"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2009.05.011"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2017509"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.908121"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.901432"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2006.03.019"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.10062"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.1998.0395"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/34.387512"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0042-6989(85)90069-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2307\/2407630"},{"key":"ref6","author":"delfour","year":"2010","journal-title":"Shapes and Geometries Metrics Analysis Differential Calculus and Optimization"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.1994.323892"},{"key":"ref8","author":"de floriani","year":"2010","journal-title":"Shape Analysis and Structuring"},{"key":"ref7","author":"poincar\ufffd","year":"1895","journal-title":"Analysis situs"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/83.661186"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-79429-2","author":"guliato","year":"2011","journal-title":"Modeling and Analysis of Shape With Applications in Computer-Aided Diagnosis of Breast Cancer"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/ajpa.21488"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/ajpa.10044"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/MMBIA.1996.534069"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/34.922703"},{"key":"ref42","author":"tripp","year":"1974","journal-title":"The Meridian Handbook of Classical Mythology"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.95.15.8431"},{"key":"ref44","first-page":"8","article-title":"Learning 2-D shape models","volume":"2","author":"duta","year":"1999","journal-title":"Proc Comput Vis Pattern Recognit IEEE Comput Soc Conf"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/S0262-8856(00)00055-X"},{"key":"ref127","first-page":"225","article-title":"Laplace-Beltrami eigenfunctions for deformation invariant shape representation","author":"rustamov","year":"2007","journal-title":"Proc 5th Eurograph Symp Geometry Process"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2005.10.011"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1145\/1060244.1060256"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.comgeo.2008.12.003"},{"key":"ref73","first-page":"1847","article-title":"3-D shape analysis of the brain cortex with application to autism","author":"nitzken","year":"2011","journal-title":"Proc IEEE Int Symp Biomed Imag Nano Macro"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/IRANIANCEE.2010.5507109"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2008.2006664"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2008.918338"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23629-7_43"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40811-3_75"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2011.6116213"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2095027"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1995.1013"},{"key":"ref79","first-page":"242","article-title":"Framework for the statistical shape analysis of brain structures using SPHARM-PDM","volume":"1071","author":"styner","year":"2006","journal-title":"Insight J"},{"key":"ref60","first-page":"1","article-title":"Shape and appearance knowledge based brain segmentation for neonatal MR images","author":"hashioka","year":"2012","journal-title":"Proc World Autom Congr"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1097\/00004728-199801000-00028"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1097\/00004728-199801000-00027"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/MMBIA.2001.991696"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.04.020"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/MMBIA.2001.991731"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/SSP.2007.4301236"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/42.811260"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2007.4352541"},{"key":"ref69","first-page":"53","article-title":"Chapter 9: Shape analysis of left ventricle using invariant 3D spherical harmonics shape descriptors","author":"abdallah","year":"2008","journal-title":"Proc 3rd Int Conf Geometr Model Imag"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.09.021"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6843-1"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.276"},{"key":"ref95","first-page":"882","article-title":"Autism diagnostics by 3-D texture analysis of cerebral white matter gyrifications","volume":"10 pt 2","author":"el-baz","year":"2007","journal-title":"Med Image Comput Comput Assist Interv"},{"key":"ref108","first-page":"660","article-title":"Fast brain matching with spectral correspondence","volume":"22","author":"lombaert","year":"2011","journal-title":"Inf Process Med Imag"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/BIBE.2007.4375694"},{"key":"ref107","article-title":"Cortical surface reconstruction via unified reeb analysis of geometric and topological outliers in magnetic resonance images","author":"shi","year":"2012","journal-title":"IEEE Trans Med Imag"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2001.0961"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCE.2008.4580771"},{"key":"ref92","doi-asserted-by":"crossref","first-page":"617","DOI":"10.1090\/qam\/1668732","article-title":"Computational anatomy: An emerging discipline","volume":"56","author":"grenander","year":"1998","journal-title":"Quart Appl Math"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.07.053"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2001.0770"},{"key":"ref104","first-page":"1","article-title":"Hippocampal shape analysis in epilepsy using Laplace-Beltrami spectrum","author":"shishegar","year":"2011","journal-title":"Proc 19th Iran Conf Electr Eng"},{"key":"ref90","first-page":"1","article-title":"Surface fluid registration and multivariate tensor-based morphometry in newborns?The effects of prematurity on the putamen","author":"shi","year":"2012","journal-title":"Proc Asia-Pacific Signal Inf Process Assoc Annu Summit Conf"},{"key":"ref103","first-page":"2034","article-title":"Automated corpus callosum extraction via Laplace?Beltrami nodal parcellation and intrinsic geodesic curvature flows on surfaces","author":"lai","year":"2011","journal-title":"Proc IEEE Int Conf Comput Vis"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/42.796283"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2004.1398645"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2007.4458192"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/42.993131"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409173"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB.2012.6217249"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73273-0_28"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1995.537693"},{"key":"ref10","author":"attali","year":"2009","journal-title":"Mathematical Foundations of Scientific Visualization Computer Graphics and Massive Data Exploration"},{"key":"ref11","first-page":"362","article-title":"A transformation for extracting new descriptors of shape","volume":"19","author":"blum","year":"1967","journal-title":"Models for the Perception of Speech and Visual Forms"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0022-5193(73)90175-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MMBIA.1996.534066"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1007\/3-540-48714-X_33","author":"golland","year":"1999","journal-title":"Information Processing in Medical Imaging"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/42.811263"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1007\/s10803-009-0817-1"},{"key":"ref16","author":"golland","year":"2001","journal-title":"Statistical shape analysis of anatomical structures"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.2478\/s13380-012-0008-y"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/s10803-008-0681-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.991025"},{"key":"ref81","first-page":"41","article-title":"Quantification of age-related brain cortex change using 3d shape analysis","author":"elnakib","year":"2012","journal-title":"Proc Int Conf Pattern Recogn"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383336"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.12.013"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2008.4712131"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872766"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2003.1211391"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872412"},{"key":"ref113","first-page":"1951","article-title":"Brain image segmentation based on bilateral symmetry information","author":"feng","year":"2008","journal-title":"Proc 2nd Int Conf Bioinformat Biomed Eng"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/NSSMIC.2008.4774250"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-8204-9_7"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/MTEHBE.1988.26399"},{"key":"ref120","first-page":"1","article-title":"Dyslexia diagnostics by 3D texture analysis of cerebral white matter gyrifications","author":"el-baz","year":"2008","journal-title":"Proc 19th Int Conf Pattern Recognit"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2012.2220153"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2007.356861"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-008-0210-0"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2007.357110"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.906091"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/IRANIANCEE.2010.5507113"},{"key":"ref87","first-page":"2349","article-title":"Shape analysis with multivariate tensor-based morphometry and holomorphic differentials","author":"wang","year":"2009","journal-title":"Proc IEEE 12th Int Conf Comput Vis"},{"key":"ref88","first-page":"304","article-title":"Longitudinal change of the grey matter of mild cognitive impairment patients over 3\ufffdyears by using voxel-based morphometry","author":"yang","year":"2012","journal-title":"Proc IEEE Int Conf BioMed Eng Informat"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/6846381\/06704321.pdf?arnumber=6704321","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T04:59:40Z","timestamp":1688965180000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6704321\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7]]},"references-count":127,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2014.2298139","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,7]]}}}