Source:http://linkedlifedata.com/resource/pubmed/id/20044237
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
4
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pubmed:dateCreated |
2010-4-26
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pubmed:abstractText |
We present a shape optimization approach to compute patient-specific models in customized prototyping applications. We design a coupled shape prior to model the transformation between a related pair of surfaces, using a nonparametric joint probability density estimation. The coupled shape prior forces with the help of application-specific data forces and smoothness forces drive a surface deformation towards a desired output surface. We demonstrate the usefulness of the method for generating customized shape models in applications of hearing aid design and pre-operative to intra-operative anatomic surface estimation.
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pubmed:grant | |
pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:status |
MEDLINE
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pubmed:month |
Jun
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pubmed:issn |
1879-0771
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pubmed:author | |
pubmed:copyrightInfo |
Copyright 2009 Elsevier Ltd. All rights reserved.
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pubmed:issnType |
Electronic
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pubmed:volume |
34
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
298-307
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pubmed:dateRevised |
2010-12-3
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pubmed:meshHeading |
pubmed-meshheading:20044237-Algorithms,
pubmed-meshheading:20044237-Artificial Intelligence,
pubmed-meshheading:20044237-Computer Simulation,
pubmed-meshheading:20044237-Humans,
pubmed-meshheading:20044237-Image Enhancement,
pubmed-meshheading:20044237-Image Interpretation, Computer-Assisted,
pubmed-meshheading:20044237-Imaging, Three-Dimensional,
pubmed-meshheading:20044237-Models, Anatomic,
pubmed-meshheading:20044237-Models, Biological,
pubmed-meshheading:20044237-Pattern Recognition, Automated,
pubmed-meshheading:20044237-Reproducibility of Results,
pubmed-meshheading:20044237-Sensitivity and Specificity
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pubmed:year |
2010
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pubmed:articleTitle |
Nonparametric joint shape learning for customized shape modeling.
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pubmed:affiliation |
Sabanci University, Faculty of Engineering and Natural Sciences, Tuzla 34956, Istanbul, Turkey. gozdeunal@sabanciuniv.edu
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pubmed:publicationType |
Journal Article,
Research Support, N.I.H., Extramural
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