Discriminative multi-task feature selection for multi-modality classification of Alzheimer’s disease
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Title
Discriminative multi-task feature selection for multi-modality classification of Alzheimer’s disease
Authors
Keywords
Alzheimer’s disease, Multi-task feature selection, Multi-modality based classification, Discriminative regularization, Group-sparsity regularizer
Journal
Brain Imaging and Behavior
Volume 10, Issue 3, Pages 739-749
Publisher
Springer Nature
Online
2015-08-26
DOI
10.1007/s11682-015-9437-x
References
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- (2011) Stéphane P. Poulin et al. PSYCHIATRY RESEARCH-NEUROIMAGING
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- (2010) A. M. Fjell et al. JOURNAL OF NEUROSCIENCE
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- (2010) S. M. Landau et al. NEUROLOGY
- Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects
- (2009) Leslie M. Shaw et al. ANNALS OF NEUROLOGY
- CSF Biomarkers and Incipient Alzheimer Disease in Patients With Mild Cognitive Impairment
- (2009) Niklas Mattsson JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Morphological alterations to neurons of the amygdala and impaired fear conditioning in a transgenic mouse model of Alzheimer's disease
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- (2008) K.B. Walhovd et al. NEUROBIOLOGY OF AGING
- Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆
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