Particle based shape regression of open surfaces with applications to developmental neuroimaging

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3138541/
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Links to Media http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3138541/
Publication Type journal article
Creator Gerig, Guido
Other Author Datar, Manasi; Cates, Joshua; Fletcher, P. Thomas; Gouttard, Sylvain; Whitaker, Ross
Title Particle based shape regression of open surfaces with applications to developmental neuroimaging
Date 2009-01-01
Description Shape regression promises to be an important tool to study the relationship between anatomy and underlying clinical or biological parameters, such as age. In this paper we propose a new method to building shape models that incorporates regression analysis in the process of optimizing correspondences on a set of open surfaces. The statistical significance of the dependence is evaluated using permutation tests designed to estimate the likelihood of achieving the observed statistics under numerous rearrangements of the shape parameters with respect to the explanatory variable. We demonstrate the method on synthetic data and provide a new results on clinical MRI data related to early development of the human head.
Type InteractiveResource
Publisher Springer
Journal Title Medical Image Computing and Computer-Assisted Intervention
Volume 5762
First Page 167
Last Page 174
DOI dx.doi.org/10.1007/978-3-642-04271-3_21
Language eng
Bibliographic Citation Datar, M., Cates, J., Fletcher, P. T., Gouttard, S., Gerig, G., & Whitaker, R. (2009). Particle based shape regression of open surfaces with applications to developmental neuroimaging. Medical Image Computing and Computer-Assisted Intervention, 5762, 167-74.
Rights Management (c) Springer (The original publication is available at www.springerlink.com) The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-04271-3_21.
Format Medium application/html
Identifier uspace, 19215
ARK ark:/87278/s6cv7swc
Setname ir_uspace
Date Created 2015-03-09
Date Modified 2015-03-09
ID 712863
Reference URL https://collections.lib.utah.edu/ark:/87278/s6cv7swc
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