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Hippocampal shape analysis in Alzheimer’s disease using Functional Data Analysis
dc.contributor.author | Epifanio, Irene | |
dc.contributor.author | Ventura Campos, Mercedes | |
dc.date.accessioned | 2013-09-27T13:46:41Z | |
dc.date.available | 2013-09-27T13:46:41Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | Epifanio, I. and Ventura-Campos, N. (2013), Hippocampal shape analysis in Alzheimer's disease using functional data analysis. Statist. Med.. doi: 10.1002/sim.5968 | ca_CA |
dc.identifier.issn | 0277-6715 | |
dc.identifier.issn | 1097-0258 | |
dc.identifier.uri | http://hdl.handle.net/10234/73306 | |
dc.description.abstract | The hippocampus is one of the first affected regions in Alzheimer's disease. The left hippocampi of control subjects, patients with mild cognitive impairment and patients with Alzheimer's disease are represented by spherical harmonics. Functional data analysis is used in the hippocampal shape analysis. Functional principal component analysis and functional independent component analysis are defined for multivariate functions with two arguments. A functional linear discriminant function is also defined. Comparisons with other approaches are carried out. Our functional approach gives promising results, especially in shape classification. Copyright © 2013 John Wiley & Sons, Ltd. | ca_CA |
dc.format.extent | 14 p. | ca_CA |
dc.format.mimetype | application/pdf | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Wiley-Blackwell | ca_CA |
dc.relation.isFormatOf | The definitive version is available at www3.interscience.wiley.com | ca_CA |
dc.relation.isPartOf | Statistics in Medicine, 2013. doi: 10.1002/sim.5968 | ca_CA |
dc.rights | Copyright © 2013 John Wiley & Sons, Ltd. | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | * |
dc.subject | Functional data analysis | ca_CA |
dc.subject | Shape analysis | ca_CA |
dc.subject | Alzheimer's disease | ca_CA |
dc.subject | Principal component analysis | ca_CA |
dc.subject | Independent component analysis | ca_CA |
dc.subject | Discriminant analysis | ca_CA |
dc.title | Hippocampal shape analysis in Alzheimer’s disease using Functional Data Analysis | ca_CA |
dc.type | info:eu-repo/semantics/article | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1002/sim.5968 | |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca_CA |
dc.relation.publisherVersion | http://onlinelibrary.wiley.com/doi/10.1002/sim.5968/full | ca_CA |
dc.type.version | info:eu-repo/semantics/submittedVersion | ca_CA |
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