Multivariate classification of patients with Alzheimer's and dementia with Lewy bodies using high-dimensional cortical thickness measurements: An MRI surface-based morphometric study

Journal of Neurology

Volumn 260, Issue 4, 2013, Pages 1104-1115

  Lebedev, Alexander V ^a   Westman, E ^b   Beyer, M K ^a,c   Kramberger, M G ^d   Aguilar, C ^b   Pirtosek, Z ^d   Aarsland, D ^a,b,e  

^a STAVANGER UNIVERSITY HOSPITAL   (Norway)

^b KAROLINSKA INSTITUTE   (Sweden)

^c OSLO UNIVERSITY HOSPITAL   (Norway)

^d UNIVERSITY MEDICAL CENTRE LJUBLJANA   (Slovenia)

^e UNIVERSITY OF OSLO   (Norway)

Author keywords

Alzheimer's disease; Computer assisted diagnosis; Dementia with Lewy bodies; Multivariate classification; Surface based morphometry

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; CINGULATE GYRUS; COHORT ANALYSIS; CORTICAL THICKNESS (BRAIN); DIFFUSE LEWY BODY DISEASE; DISEASE CLASSIFICATION; FEMALE; HUMAN; HUMAN TISSUE; IMAGE PROCESSING; MAJOR CLINICAL STUDY; MALE; NEUROIMAGING; NORWAY; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; OCCIPITAL CORTEX; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SINGLE PHOTON EMISSION COMPUTER TOMOGRAPHY; SLOVENIA; TEMPORAL CORTEX;

AGED; AGED, 80 AND OVER; ALZHEIMER DISEASE; AREA UNDER CURVE; BRAIN MAPPING; CEREBRAL CORTEX; COHORT STUDIES; FEMALE; HUMANS; IMAGING, THREE-DIMENSIONAL; LEWY BODY DISEASE; MAGNETIC RESONANCE IMAGING; MALE; MULTIVARIATE ANALYSIS; POSTMORTEM CHANGES; PRINCIPAL COMPONENT ANALYSIS; TOMOGRAPHY, EMISSION-COMPUTED, SINGLE-PHOTON; TROPANES;

EID: 84876476870     PISSN: 03405354     EISSN: 14321459     Source Type: Journal    
DOI: 10.1007/s00415-012-6768-z     Document Type: Article

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