Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment
Published 2015 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment
Authors
Keywords
Alzheimer’s disease, Mild cognitive impairment, Label alignment, Multi-task learning, Feature selection, Multimodal classification
Journal
Brain Imaging and Behavior
Volume 10, Issue 4, Pages 1148-1159
Publisher
Springer Nature
Online
2015-11-17
DOI
10.1007/s11682-015-9480-7
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Use of SVM Methods with Surface-Based Cortical and Volumetric Subcortical Measurements to Detect Alzheimer's Disease
- (2017) Pedro Paulo de Magalhães Oliveira et al. JOURNAL OF ALZHEIMERS DISEASE
- Manifold regularized multitask feature learning for multimodality disease classification
- (2014) Biao Jie et al. HUMAN BRAIN MAPPING
- Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification
- (2013) Feng Liu et al. NEUROIMAGE
- Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data
- (2012) Lei Yuan et al. NEUROIMAGE
- Combining MRI and CSF measures for classification of Alzheimer's disease and prediction of mild cognitive impairment conversion
- (2012) Eric Westman et al. NEUROIMAGE
- Random forest-based similarity measures for multi-modal classification of Alzheimer's disease
- (2012) Katherine R. Gray et al. NEUROIMAGE
- Multimodal classification of Alzheimer's disease and mild cognitive impairment
- (2011) Daoqiang Zhang et al. NEUROIMAGE
- Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
- (2011) Daoqiang Zhang et al. NEUROIMAGE
- Discriminative analysis of early Alzheimer's disease using multi-modal imaging and multi-level characterization with multi-classifier (M3)
- (2011) Zhengjia Dai et al. NEUROIMAGE
- Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity
- (2011) Stéphane P. Poulin et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- CSF Biomarkers in Prediction of Cerebral and Clinical Change in Mild Cognitive Impairment and Alzheimer's Disease
- (2010) A. M. Fjell et al. JOURNAL OF NEUROSCIENCE
- 3D PIB and CSF biomarker associations with hippocampal atrophy in ADNI subjects
- (2010) Liana G. Apostolova et al. NEUROBIOLOGY OF AGING
- Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population
- (2010) Chris Hinrichs et al. NEUROIMAGE
- Comparing predictors of conversion and decline in mild cognitive impairment
- (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
- Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease
- (2009) R. S. Desikan et al. BRAIN
- CSF Biomarkers and Incipient Alzheimer Disease in Patients With Mild Cognitive Impairment
- (2009) Niklas Mattsson JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade
- (2009) Clifford R Jack et al. LANCET NEUROLOGY
- Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging
- (2009) Emilie Gerardin et al. NEUROIMAGE
- Alzheimer Disease: Quantitative Structural Neuroimaging for Detection and Prediction of Clinical and Structural Changes in Mild Cognitive Impairment
- (2009) Linda K. McEvoy et al. RADIOLOGY
- Joint covariate selection and joint subspace selection for multiple classification problems
- (2009) Guillaume Obozinski et al. STATISTICS AND COMPUTING
- Principal component analysis of FDG PET in amnestic MCI
- (2008) Flavio Nobili et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Individual cerebral metabolic deficits in Alzheimer’s disease and amnestic mild cognitive impairment: an FDG PET study
- (2008) Angelo Del Sole et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Multi-modal imaging predicts memory performance in normal aging and cognitive decline
- (2008) K.B. Walhovd et al. NEUROBIOLOGY OF AGING
- Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI
- (2008) Benoît Magnin et al. NEURORADIOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search