Classification of Alzheimer's Disease from structural MRI using sparse logistic regression with optional spatial regularization

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 4499-4502

  Rao, Anil ^a   Lee, Ying ^a   Gass, Achim ^b   Monsch, Andreas ^b  

^a GLAXOSMITHKLINE   (United Kingdom)

^b UNIVERSITY HOSPITAL BASEL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; AUTOMATIC FEATURE SELECTION; CLASSIFICATION ACCURACY; CLASSIFICATION FRAMEWORK; CROSS VALIDATION; GREY MATTERS; LINEAR DISCRIMINANT ANALYSIS; LOG LIKELIHOOD; LOGISTIC REGRESSION CLASSIFIER; LOGISTIC REGRESSIONS; NORMAL CONTROLS; PENALIZED LOGISTIC REGRESSION; REGIONAL EFFECTS;

DISCRIMINANT ANALYSIS; DISEASE CONTROL; FEATURE EXTRACTION; NEURODEGENERATIVE DISEASES; UNCERTAINTY ANALYSIS;

REGRESSION ANALYSIS;

ALZHEIMER DISEASE; ARTICLE; BRAIN; CLASSIFICATION; HUMAN; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; STATISTICAL MODEL;

ALZHEIMER DISEASE; BRAIN; HUMANS; LOGISTIC MODELS; MAGNETIC RESONANCE IMAGING;

EID: 84055200190     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091115     Document Type: Conference Paper

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