Hippocampal Shape Classification Using Redundancy Constrained Feature Selection
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Altmetric Citations
Zhou, Luping; Wang, Lei; Shen, Chunhua; Barnes, Nicholas
Description
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.author | Zhou, Luping | |
---|---|---|
dc.contributor.author | Wang, Lei | |
dc.contributor.author | Shen, Chunhua | |
dc.contributor.author | Barnes, Nicholas | |
dc.coverage.spatial | Beijing China | |
dc.date.accessioned | 2015-12-07T22:28:03Z | |
dc.date.created | September 20-24 2010 | |
dc.identifier.uri | http://hdl.handle.net/1885/22199 | |
dc.description.abstract | 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.publisher | Springer | |
dc.relation.ispartofseries | Medical Image Computing and Computer-Assisted Intervention Conference (MICCAI 2010) | |
dc.source | Proceedings of Medical Image Computing and Computer-Assisted Intervention (MiCCAI 2010) | |
dc.subject | Keywords: 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.title | Hippocampal Shape Classification Using Redundancy Constrained Feature Selection | |
dc.type | Conference paper | |
local.description.notes | Imported from ARIES | |
local.description.refereed | Yes | |
dc.date.issued | 2010 | |
local.identifier.absfor | 170205 - Neurocognitive Patterns and Neural Networks | |
local.identifier.ariespublication | u4963866xPUB20 | |
local.type.status | Published Version | |
local.contributor.affiliation | Zhou, Luping, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Wang, Lei, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Shen, Chunhua, NICTA | |
local.contributor.affiliation | Barnes, Nicholas, National ICT Australia | |
local.description.embargo | 2037-12-31 | |
local.bibliographicCitation.startpage | 8 | |
local.identifier.doi | 10.1007/978-3-642-15745-5 | |
local.identifier.absseo | 970108 - Expanding Knowledge in the Information and Computing Sciences | |
local.identifier.absseo | 920112 - Neurodegenerative Disorders Related to Ageing | |
dc.date.updated | 2016-02-24T11:30:20Z | |
local.identifier.scopusID | 2-s2.0-84883831468 | |
Collections | ANU Research Publications |
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