{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T19:31:48Z","timestamp":1784057508766,"version":"3.55.0"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2012,11,13]],"date-time":"2012-11-13T00:00:00Z","timestamp":1352764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2013,5]]},"DOI":"10.1007\/s11263-012-0592-x","type":"journal-article","created":{"date-parts":[[2012,11,13]],"date-time":"2012-11-13T04:56:50Z","timestamp":1352782610000},"page":"22-59","source":"Crossref","is-referenced-by-count":107,"title":["Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data"],"prefix":"10.1007","volume":"103","author":[{"given":"Stanley","family":"Durrleman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xavier","family":"Pennec","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alain","family":"Trouv\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9","family":"Braga","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guido","family":"Gerig","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas","family":"Ayache","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2012,11,13]]},"reference":[{"issue":"1","key":"592_CR1","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1016\/j.neuroimage.2007.07.067","volume":"39","author":"P Aljabar","year":"2008","unstructured":"Aljabar, P., Bhatia, K., Murgasova, M., Hajnal, J., Boardman, J., Srinivasan, L., et al. (2008). Assessment of brain growth in early childhood using deformation-based morphometry. NeuroImage, 39(1), 348\u2013358.","journal-title":"NeuroImage"},{"key":"592_CR2","unstructured":"Allassonni\u00e8re, S.,& Kuhn, E. (2009). Stochastic algorithm for bayesian mixture effect template estimation. ESAIM Probability and Statistics (in press)."},{"key":"592_CR3","doi-asserted-by":"crossref","unstructured":"Chandrashekara, R., Rao, A., Sanchez-Ortiz, G., Mohiaddin, R. H.,& Rueckert, D. (2003). Construction of a statistical model for cardiac motion analysis using nonrigid image registration. In Information processing in medical imaging (Vol. 2732, pp. 599\u2013610). Springer, Lecture Notes in Computer Science.","DOI":"10.1007\/978-3-540-45087-0_50"},{"key":"592_CR4","doi-asserted-by":"crossref","unstructured":"Courchesne, E., Campbell, K.,& Solso, S. (2011). Brain growth across the life span in autism: Age-specific changes in anatomical pathology. Brain Research, 1380, 138\u2013145 (the Emerging Neuroscience of Autism Spectrum Disorders).","DOI":"10.1016\/j.brainres.2010.09.101"},{"key":"592_CR5","doi-asserted-by":"crossref","unstructured":"de Craene, M., Camara, O., Bijnens, B. H.,& Frangi, A. F. (2009). Large diffeomorphic FFD registration for motion and strain quantification from 3D-US sequences. In Proceedings of functional imaging and modeling of the heart (Vol. 5528, pp. 437\u2013446). Spinger, LNCS.","DOI":"10.1007\/978-3-642-01932-6_47"},{"key":"592_CR6","doi-asserted-by":"crossref","unstructured":"Davis, B., Fletcher, P., Bullitt, E.,& Joshi, S. (2007). Population shape regression from random design data. In Proceedings of international conference on computer vision (ICCV), pp. 1\u20137.","DOI":"10.1109\/ICCV.2007.4408977"},{"key":"592_CR7","unstructured":"Declerck, J., Feldman, J.,& Ayache, N. (1998). Definition of a 4D continuous planispheric transformation for the tracking and the analysis of LV motion. Medical Image Analysis, 4(1), 1\u201317."},{"key":"592_CR8","first-page":"82","volume":"272","author":"FBM Waal de","year":"1995","unstructured":"de Waal, F. B. M. (1995). Bonobo sex and society. Scientific American, 272, 82\u201388.","journal-title":"Scientific American"},{"issue":"3","key":"592_CR9","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1090\/qam\/1632326","volume":"56","author":"P Dupuis","year":"1998","unstructured":"Dupuis, P., Grenander, U.,& Miller, M. (1998). Variational problems on flows of diffeomorphisms for image matching. Quaterly of Applied Mathematics, 56(3), 587\u2013600.","journal-title":"Quaterly of Applied Mathematics"},{"key":"592_CR10","unstructured":"Durrleman, S. (2010). Statistical models of currents for measuring the variability of anatomical curves, surfaces and their evolution. Th\u00e8se de sciences (phd thesis), Universit\u00e9 de Nice-Sophia Antipolis."},{"issue":"5","key":"592_CR11","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1016\/j.media.2009.07.007","volume":"13","author":"S Durrleman","year":"2009","unstructured":"Durrleman, S., Pennec, X., Trouv\u00e9, A.,& Ayache, N. (2009a). Statistical models of sets of curves and surfaces based on currents. Medical Image Analysis, 13(5), 793\u2013808.","journal-title":"Medical Image Analysis"},{"key":"592_CR12","doi-asserted-by":"crossref","unstructured":"Durrleman, S., Pennec, X., Trouv\u00e9, A., Gerig, G.,& Ayache, N. (2009b) Spatiotemporal atlas estimation for developmental delay detection in longitudinal datasets. In Medical image computing and computer-assisted intervention\u2014MICCAI (Vol. 5761, pp. 297\u2013304). Springer, LNCS.","DOI":"10.1007\/978-3-642-04268-3_37"},{"issue":"3","key":"592_CR13","doi-asserted-by":"crossref","first-page":"1073","DOI":"10.1016\/j.neuroimage.2010.11.056","volume":"55","author":"S Durrleman","year":"2011","unstructured":"Durrleman, S., Fillard, P., Pennec, X., Trouv\u00e9, A.,& Ayache, N. (2011). Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. NeuroImage, 55(3), 1073\u20131090.","journal-title":"NeuroImage"},{"key":"592_CR14","unstructured":"Ehrhardt, J., Werner, R., Schmidt-Richberg, A., Schulz, B.,& Handels, H. (2008). Generation of a mean motion model of the lung using 4D-CT image data. In Proceedings of eurographics workshop on visual computing for biomedicine (pp. 69\u201376). Eurographics Association."},{"key":"592_CR15","doi-asserted-by":"crossref","unstructured":"Fishbaugh, J., Durrleman, S.,& Gerig, G. (2011). Estimation of smooth growth trajectories with controlled acceleration from time series shape data. In Medical image computing and computer-assisted intervention\u2014MICCAI. Springer, LNCS (to appear).","DOI":"10.1007\/978-3-642-23629-7_49"},{"key":"592_CR16","doi-asserted-by":"crossref","unstructured":"Gerber, S., Tasdizen, T., Fletcher, T. P.,& Whitaker, R. (2010). Manifold modeling for brain population analysis. Medical Image Analysis 14(5), 643\u2013653 (special Issue on the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2009).","DOI":"10.1016\/j.media.2010.05.008"},{"key":"592_CR17","doi-asserted-by":"crossref","unstructured":"Gerig, G., Davis, B., Lorenzen, P., Xu, S., Jomier, M., Piven, J.,& Joshi, S. (2006). Computational anatomy to assess longitudinal trajectory of brain growth. In Third international symposium on 3D data processing, visualization, and transmission (pp. 1041\u20131047).","DOI":"10.1109\/3DPVT.2006.41"},{"key":"592_CR18","unstructured":"Glaun\u00e8s, J. (2005). Transport par diff\u00e9omorphismes de points, de mesures et de courants pour la comparaison de formes et l\u2019anatomie num\u00e9rique. PhD thesis, Universit\u00e9 Paris 13, http:\/\/cis.jhu.edu\/joan\/TheseGlaunes.pdf ."},{"issue":"41","key":"592_CR19","doi-asserted-by":"crossref","first-page":"15979","DOI":"10.1073\/pnas.0806485105","volume":"105","author":"N Gogtay","year":"2008","unstructured":"Gogtay, N., Lu, A., Leow, A., Klunder, A., Lee, A., Chavez, A., et al. (2008). 3D growth pattern abnormalities visualized in childhood-onset schizophrenia using tensor-based morphometry. Proceedings of the National Academy of Sciences, 105(41), 15979\u201315984.","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"5","key":"592_CR20","doi-asserted-by":"crossref","first-page":"648","DOI":"10.1109\/TMI.2006.891500","volume":"26","author":"U Grenander","year":"2007","unstructured":"Grenander, U., Srivastava, A.,& Saini, S. (2007). A pattern-theoretic characterization of biological growth. IEEE Transactions on Medical Imaging, 26(5), 648\u2013659.","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"592_CR21","unstructured":"Hart, G., Shi, Y., Zhu, H., Sanchez, M., Styner, M.,& Niethammer, M. (2010). DTI longitudinal atlas construction as an average of growth models. In Proceedings of international workshop on spatio-temporal image analysis for longitudinal and time-series image data."},{"key":"592_CR22","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1001\/archpsyc.62.12.1366","volume":"62","author":"H Hazlett","year":"2005","unstructured":"Hazlett, H., Poe, M., Gerig, G., Smith, R., Provenzale, J., Ross, A., et al. (2005). Magnetic resonance imaging and head circumference study of brain size in autism. The Archives of General Psychiatry, 62, 1366\u20131376.","journal-title":"The Archives of General Psychiatry"},{"issue":"5","key":"592_CR23","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1001\/archgenpsychiatry.2011.39","volume":"68","author":"H Hazlett","year":"2011","unstructured":"Hazlett, H., Poe, M., Styner, M., Chappell, C., Smith, R., Vachet, C., et al. (2011). Early brain overgrowth in autism associated with an increase in cortical surface area before age 2 years. Journal of Archives of General Psychiatry, 68(5), 467\u2013476.","journal-title":"Journal of Archives of General Psychiatry"},{"key":"592_CR24","unstructured":"Jian, B.,& Vemuri, B. C. (2005). A robust algorithm for point set registration using mixture of Gaussians. In: 10th IEEE international conference on computer vision (ICCV 2005), 17\u201320 October 2005, Beijing, China, pp. 1246\u20131251. http:\/\/gmmreg.googlecode.com ."},{"issue":"8","key":"592_CR25","doi-asserted-by":"crossref","first-page":"1357","DOI":"10.1109\/83.855431","volume":"9","author":"S Joshi","year":"2000","unstructured":"Joshi, S.,& Miller, M. (2000). Landmark matching via large deformation diffeomorphisms. IEEE Transaction on Image Processing, 9(8), 1357\u20131370.","journal-title":"IEEE Transaction on Image Processing"},{"key":"592_CR26","volume-title":"The last ape: Pygmy chimpanzee behavior and ecology","author":"T Kano","year":"1992","unstructured":"Kano, T. (1992). The last ape: Pygmy chimpanzee behavior and ecology. Stanford: Stanford University Press."},{"key":"592_CR27","doi-asserted-by":"crossref","unstructured":"Khan, A.,& Beg, M. (2008). Representation of time-varying shapes in the large deformation diffeomorphic framework. In 5th IEEE international symposium on biomedical imaging ISBI (pp. 1521\u20131524).","DOI":"10.1109\/ISBI.2008.4541298"},{"key":"592_CR28","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0082-4_5","volume-title":"The dentition of the pygmy chimpanzee, Pan paniscus","author":"WG Kinzey","year":"1984","unstructured":"Kinzey, W. G. (1984). The dentition of the pygmy chimpanzee, Pan paniscus. New York: Plenum."},{"key":"592_CR29","volume-title":"Developmental retardation and behavioural characteristics of pygmy chimpanzees","author":"S Kuroda","year":"1989","unstructured":"Kuroda, S. (1989). Developmental retardation and behavioural characteristics of pygmy chimpanzees. Cambridge: Harvard University Press."},{"key":"592_CR30","doi-asserted-by":"crossref","unstructured":"Mansi, T., Durrleman, S., Bernhardt, B., Sermesant, M., Delingette, H., Voigt, I., et al. (2009). A statistical model of right ventricle in tetralogy of fallot for prediction of remodelling and therapy planning. In Proceedings of medical image computing and computer assisted intervention (MICCAI) (Vol. 5761, pp. 214\u2013221). Springer, LNCS.","DOI":"10.1007\/978-3-642-04268-3_27"},{"key":"592_CR31","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1146\/annurev.bioeng.4.092101.125733","volume":"4","author":"IM Miller","year":"2002","unstructured":"Miller, I. M., Trouv\u00e9, A.,& Younes, L. (2002). On the metrics and euler-lagrange equations of computational anatomy. Annual Review of Biomedical Engineering, 4, 375\u2013405.","journal-title":"Annual Review of Biomedical Engineering"},{"issue":"2","key":"592_CR32","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1007\/s10851-005-3624-0","volume":"24","author":"M Miller","year":"2006","unstructured":"Miller, M., Trouv\u00e9, A.,& Younes, L. (2006). Geodesic shooting for computational anatomy. Journal of Mathematical Imaging and Vision, 24(2), 209\u2013228.","journal-title":"Journal of Mathematical Imaging and Vision"},{"issue":"1","key":"592_CR33","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1007\/s11263-005-3222-z","volume":"66","author":"X Pennec","year":"2006","unstructured":"Pennec, X., Fillard, P.,& Ayache, N. (2006). A Riemannian framework for tensor computing. International Journal of Computer Vision, 66(1), 41\u201366.","journal-title":"International Journal of Computer Vision"},{"issue":"5","key":"592_CR34","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.media.2005.05.004","volume":"9","author":"D Perperidis","year":"2005","unstructured":"Perperidis, D., Mohiaddin, R. H.,& Rueckert, D. (2005). Spatio-temporal free-form registration of cardiac MRI sequences. Medical Image Analysis, 9(5), 441\u2013456.","journal-title":"Medical Image Analysis"},{"key":"592_CR35","doi-asserted-by":"crossref","unstructured":"Peyrat, J. M., Delingette, H., Sermesant, M., Pennec, X., Xu, C.,& Ayache, N. (2008). Registration of 4D time-series of cardiac images with multichannel diffeomorphic demons. In Proceedings of medical image computing and computer assisted intervention (MICCAI) (Vol. 5242, pp. 972\u2013979). Springer, LNCS.","DOI":"10.1007\/978-3-540-85990-1_117"},{"key":"592_CR36","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.neuroimage.2007.11.041","volume":"40","author":"A Qiu","year":"2008","unstructured":"Qiu, A., Younes, L., Miller, M.,& Csernansky, J. (2008). Parallel transport in diffeomorphisms distinguishes the time-dependent pattern of hippocampal surface deformation due to healthy aging and the dementia of the Alzheimer\u2019s type. NeuroImage, 40, 68\u201376.","journal-title":"NeuroImage"},{"issue":"1 Supplement 1","key":"592_CR37","doi-asserted-by":"crossref","first-page":"S51","DOI":"10.1016\/j.neuroimage.2008.10.039","volume":"45","author":"A Qiu","year":"2009","unstructured":"Qiu, A., Albert, M., Younes, L.,& Miller, M. I. (2009). Time sequence diffeomorphic metric mapping and parallel transport track time-dependent shape changes. NeuroImage, 45(1 Supplement 1), S51\u2013S60.","journal-title":"NeuroImage"},{"key":"592_CR38","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1002\/ajpa.1330320505","volume":"32","author":"B Shea","year":"1989","unstructured":"Shea, B. (1989). Heterochrony in human evolution: The case for neoteny reconsidered. Yearbook of Physical Anthropology, 32, 69\u2013101.","journal-title":"Yearbook of Physical Anthropology"},{"key":"592_CR39","doi-asserted-by":"crossref","first-page":"6774","DOI":"10.1038\/35004593","volume":"404","author":"PM Thompson","year":"2000","unstructured":"Thompson, P. M., Giedd, J. N., Woods, R. P., MacDonald, D., Evans, A. C.,& Toga, A. W. (2000). Growth patterns in the developing human brain detected by using continuum-mechanical tensor maps. Nature, 404, 6774.","journal-title":"Nature"},{"issue":"3","key":"592_CR40","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1023\/A:1008001603737","volume":"28","author":"A Trouv\u00e9","year":"1998","unstructured":"Trouv\u00e9, A. (1998). Diffeomorphisms groups and pattern matching in image analysis. International Journal of Computer Vision, 28(3), 213\u2013221.","journal-title":"International Journal of Computer Vision"},{"key":"592_CR41","unstructured":"Trouv\u00e9, A., Vialard, F. X. (2010). Shape splines and stochastic shape evolutions: A second order point of view. Quaterly of Applied Mathematics (to appear). http:\/\/arxiv.org\/abs\/1003.3895 ."},{"key":"592_CR42","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/j.neuroimage.2004.07.023","volume":"23","author":"M Vaillant","year":"2004","unstructured":"Vaillant, M., Miller, M., Younes, L.,& Trouv\u00e9, A. (2004). Statistics on diffeomorphisms via tangent space representations. NeuroImage, 23, 161\u2013169.","journal-title":"NeuroImage"},{"key":"592_CR43","unstructured":"Xie, Y., Ho, J.,& Vemuri, B. C. (2010). Image atlas construction via intrinsic averaging on the manifold of images. In The twenty-third IEEE conference on computer vision and pattern recognition, CVPR 2010 (pp. 2933\u20132939). San Francisco, CA, USA: IEEE."},{"issue":"3","key":"592_CR44","doi-asserted-by":"crossref","first-page":"1116","DOI":"10.1016\/j.neuroimage.2006.01.015","volume":"31","author":"PA Yushkevich","year":"2006","unstructured":"Yushkevich, P. A., Piven, J., Ho, S., Gee, J. C.,& Gerig, G. (2006). User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. Neuroimage, 31(3), 1116\u20131128.","journal-title":"Neuroimage"}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-012-0592-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-012-0592-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-012-0592-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,5]],"date-time":"2019-07-05T11:25:07Z","timestamp":1562325907000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-012-0592-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,11,13]]},"references-count":44,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2013,5]]}},"alternative-id":["592"],"URL":"https:\/\/doi.org\/10.1007\/s11263-012-0592-x","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,11,13]]}}}