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Hippocampal Shape Classification Using Redundancy Constrained Feature Selection

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Zhou, Luping; Wang, Lei; Shen, Chunhua; Barnes, Nicholas

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Landmark-based 3D hippocampal shape classification involves high-dimensional descriptor space, many noisy and redundant features, and a very small number of training samples. Feature selection becomes critical in this situation, because it not only improv

dc.contributor.authorZhou, Luping
dc.contributor.authorWang, Lei
dc.contributor.authorShen, Chunhua
dc.contributor.authorBarnes, Nicholas
dc.coverage.spatialBeijing China
dc.date.accessioned2015-12-07T22:28:03Z
dc.date.createdSeptember 20-24 2010
dc.identifier.urihttp://hdl.handle.net/1885/22199
dc.description.abstractLandmark-based 3D hippocampal shape classification involves high-dimensional descriptor space, many noisy and redundant features, and a very small number of training samples. Feature selection becomes critical in this situation, because it not only improv
dc.publisherSpringer
dc.relation.ispartofseriesMedical Image Computing and Computer-Assisted Intervention Conference (MICCAI 2010)
dc.sourceProceedings of Medical Image Computing and Computer-Assisted Intervention (MiCCAI 2010)
dc.subjectKeywords: algorithm; Alzheimer disease; article; automated pattern recognition; computer assisted diagnosis; hippocampus; human; image enhancement; methodology; nuclear magnetic resonance imaging; pathology; reproducibility; sensitivity and specificity; three dimen
dc.titleHippocampal Shape Classification Using Redundancy Constrained Feature Selection
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2010
local.identifier.absfor170205 - Neurocognitive Patterns and Neural Networks
local.identifier.ariespublicationu4963866xPUB20
local.type.statusPublished Version
local.contributor.affiliationZhou, Luping, College of Engineering and Computer Science, ANU
local.contributor.affiliationWang, Lei, College of Engineering and Computer Science, ANU
local.contributor.affiliationShen, Chunhua, NICTA
local.contributor.affiliationBarnes, Nicholas, National ICT Australia
local.description.embargo2037-12-31
local.bibliographicCitation.startpage8
local.identifier.doi10.1007/978-3-642-15745-5
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
local.identifier.absseo920112 - Neurodegenerative Disorders Related to Ageing
dc.date.updated2016-02-24T11:30:20Z
local.identifier.scopusID2-s2.0-84883831468
CollectionsANU Research Publications

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