Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment

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