High-order resting-state functional connectivity network for MCI classification

Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification

(2015) Chong-Yaw Wee et al.   Brain Imaging and Behavior

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fused Multiple Graphical Lasso

(2015) Sen Yang et al.   SIAM JOURNAL ON OPTIMIZATION

A Robust Deep Model for Improved Classification of AD/MCI Patients

(2015) Feng Li et al.   IEEE Journal of Biomedical and Health Informatics

Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach

(2015) Christian Salvatore et al.   Frontiers in Neuroscience

A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer׳s disease and mild cognitive impairment

(2014) Flávio Luiz Seixas et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Structural max-margin discriminant analysis for feature extraction

(2014) Xiaobo Chen et al.   KNOWLEDGE-BASED SYSTEMS

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

(2014) Heung-Il Suk et al.   NEUROIMAGE

Maximizing Negative Correlations in Resting-State Functional Connectivity MRI by Time-Lag

(2014) Gadi Goelman et al.   PLoS One

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

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

Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia

(2014) E. Damaraju et al.   NeuroImage-Clinical

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

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

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification

(2013) Biao Jie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Phospholipids and Alzheimer’s Disease: Alterations, Mechanisms and Potential Biomarkers

(2013) Marko Kosicek et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

The joint graphical lasso for inverse covariance estimation across multiple classes

(2013) Patrick Danaher et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

EEG correlates of time-varying BOLD functional connectivity

(2013) Catie Chang et al.   NEUROIMAGE

Dynamic functional connectivity: Promise, issues, and interpretations

(2013) R. Matthew Hutchison et al.   NEUROIMAGE

Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest

(2013) Nora Leonardi et al.   NEUROIMAGE

2012 Alzheimer’s disease facts and figures

(2012)   Alzheimers & Dementia

Tracking Whole-Brain Connectivity Dynamics in the Resting State

(2012) Elena A. Allen et al.   CEREBRAL CORTEX

Resting-State Multi-Spectrum Functional Connectivity Networks for Identification of MCI Patients

(2012) Chong-Yaw Wee et al.   PLoS One

Temporally-independent functional modes of spontaneous brain activity

(2012) S. M. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The human connectome: a complex network

(2011) Olaf Sporns   Annals of the New York Academy of Sciences

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Parietal cortex matters in Alzheimer's disease: An overview of structural, functional and metabolic findings

(2011) Heidi I.L. Jacobs et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Recursive projection twin support vector machine via within-class variance minimization

(2011) Xiaobo Chen et al.   PATTERN RECOGNITION

Atrophy in the parahippocampal gyrus as an early biomarker of Alzheimer’s disease

(2010) C. Echávarri et al.   Brain Structure & Function

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

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation

(2010) Shuai Huang et al.   NEUROIMAGE

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

Resting-state functional connectivity in neuropsychiatric disorders

(2009) Michael Greicius   CURRENT OPINION IN NEUROLOGY

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Global Signal and Observed Anticorrelated Resting State Brain Networks

(2009) Michael D. Fox et al.   JOURNAL OF NEUROPHYSIOLOGY

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Functional connectivity of default mode network components: Correlation, anticorrelation, and causality

(2008) Lucina Q. Uddin et al.   HUMAN BRAIN MAPPING

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING