Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis

Unawareness of Memory Deficit in Amnestic MCI: FDG-PET Findings

(2017) Flavio Nobili et al.   JOURNAL OF ALZHEIMERS DISEASE

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

(2014) Kim-Han Thung et al.   NEUROIMAGE

Knowledge-Guided Robust MRI Brain Extraction for Diverse Large-Scale Neuroimaging Studies on Humans and Non-Human Primates

(2014) Yaping Wang et al.   PLoS One

Subclass-based multi-task learning for Alzheimer's disease diagnosis

(2014) Heung-II Suk et al.   Frontiers in Aging Neuroscience

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Modeling disease progression via multi-task learning

(2013) Jiayu Zhou et al.   NEUROIMAGE

Bi-level multi-source learning for heterogeneous block-wise missing data

(2013) Shuo Xiang et al.   NEUROIMAGE

The Role of Balanced Training and Testing Data Sets for Binary Classifiers in Bioinformatics

(2013) Qiong Wei et al.   PLoS One

Adaptive cluster analysis approach for functional localization using magnetoencephalography

(2013) Hooman Alikhanian et al.   Frontiers in Neuroscience

2012 Alzheimer’s disease facts and figures

(2012)   Alzheimers & Dementia

An investigation of PreMCI: Subtypes and longitudinal outcomes

(2012) David A. Loewenstein et al.   Alzheimers & Dementia

A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces

(2012) Heung-Il Suk et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Region-Specific Hierarchy between Atrophy, Hypometabolism, and  -Amyloid (A ) Load in Alzheimer's Disease Dementia

(2012) R. La Joie et al.   JOURNAL OF NEUROSCIENCE

Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data

(2012) Lei Yuan et al.   NEUROIMAGE

Combining sparseness and smoothness improves classification accuracy and interpretability

(2012) Matthew de Brecht 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

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers

(2012) Daoqiang Zhang et al.   PLoS One

A Longitudinal Study of Atrophy in Amnestic Mild Cognitive Impairment and Normal Aging Revealed by Cortical Thickness

(2012) Zhijun Yao et al.   PLoS One

Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features

(2011) Yang Li et al.   NEUROBIOLOGY OF AGING

ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI

(2011) Siamac Fazli 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

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

Combining MR Imaging, Positron-Emission Tomography, and CSF Biomarkers in the Diagnosis and Prognosis of Alzheimer Disease

(2010) K.B. Walhovd et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Boosting power for clinical trials using classifiers based on multiple biomarkers

(2010) Omid Kohannim et al.   NEUROBIOLOGY OF AGING

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performance

(2010) Michael Ewers 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

Neurochemical basis for symptomatic treatment of Alzheimer's disease

(2010) Paul T. Francis et al.   NEUROPHARMACOLOGY

Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease

(2009) R. S. Desikan et al.   BRAIN

Multimodal techniques for diagnosis and prognosis of Alzheimer's disease

(2009) Richard J. Perrin et al.   NATURE

Neural correlates of Alzheimer's disease and mild cognitive impairment: A systematic and quantitative meta-analysis involving 1351 patients

(2009) Matthias L. Schroeter et al.   NEUROIMAGE

Medial temporal lobe atrophy on MRI differentiates Alzheimer's disease from dementia with Lewy bodies and vascular cognitive impairment: a prospective study with pathological verification of diagnosis

(2008) E. J. Burton et al.   BRAIN

Mapping local hippocampal changes in Alzheimer's disease and normal ageing with MRI at 3 Tesla

(2008) G. B. Frisoni et al.   BRAIN

Simultaneous EEG/Functional Magnetic Resonance Imaging at 4 Tesla: Correlates of Brain Activity to Spontaneous Alpha Rhythm During Relaxation

(2008) Mark W. DiFrancesco et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Convex multi-task feature learning

(2008) Andreas Argyriou et al.   MACHINE LEARNING