Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification

Individual Prediction of Cognitive Decline in Mild Cognitive Impairment Using Support Vector Machine-Based Analysis of Diffusion Tensor Imaging Data

(2017) Sven Haller et al.   JOURNAL OF ALZHEIMERS DISEASE

Disrupted Functional Brain Connectome in Individuals at Risk for Alzheimer's Disease

(2012) Jinhui Wang et al.   BIOLOGICAL PSYCHIATRY

Topologically Convergent and Divergent Structural Connectivity Patterns between Patients with Remitted Geriatric Depression and Amnestic Mild Cognitive Impairment

(2012) F. Bai et al.   JOURNAL OF NEUROSCIENCE

FMRI connectivity analysis of acupuncture effects on the whole brain network in mild cognitive impairment patients

(2012) Yuanyuan Feng et al.   MAGNETIC RESONANCE IMAGING

Linking white matter integrity loss to associated cortical regions using structural connectivity information in Alzheimer's disease and fronto-temporal dementia: The Loss in Connectivity (LoCo) score

(2012) Amy Kuceyeski et al.   NEUROIMAGE

Automatic sleep staging using fMRI functional connectivity data

(2012) Enzo Tagliazucchi et al.   NEUROIMAGE

Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity

(2012) Jonas Richiardi et al.   NEUROIMAGE

Investigation of the effective connectivity of resting state networks in Alzheimer's disease: a functional MRI study combining independent components analysis and multivariate Granger causality analysis

(2012) Zhenyu Liu et al.   NMR IN BIOMEDICINE

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

(2012) Daoqiang Zhang et al.   PLoS One

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

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

Altered topological patterns of brain networks in mild cognitive impairment and Alzheimer's disease: A resting-state fMRI study

(2012) Zhenyu Liu et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Optimizing Functional Network Representation of Multivariate Time Series

(2012) Massimiliano Zanin et al.   Scientific Reports

Toward defining the preclinical stages of Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Reisa A. Sperling et al.   Alzheimers & Dementia

Machine Learning Approaches for the Neuroimaging Study of Alzheimer's Disease

(2011) Jieping Ye et al.   COMPUTER

Neighborhood hash graph kernel for protein–protein interaction extraction

(2011) Yijia Zhang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Functional connectivity tracks clinical deterioration in Alzheimer's disease

(2011) Jessica S. Damoiseaux et al.   NEUROBIOLOGY OF AGING

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

A tutorial in connectome analysis: Topological and spatial features of brain networks

(2011) Marcus Kaiser   NEUROIMAGE

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

From simple graphs to the connectome: Networks in neuroimaging

(2011) Olaf Sporns   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

The influence of head motion on intrinsic functional connectivity MRI

(2011) Koene R.A. Van Dijk et al.   NEUROIMAGE

Default mode network connectivity in stable vs progressive mild cognitive impairment

(2011) J. R. Petrella et al.   NEUROLOGY

Reorganization of Functional Networks in Mild Cognitive Impairment

(2011) Javier M. Buldú et al.   PLoS One

Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures

(2011) Luping Zhou et al.   PLoS One

Classification of Alzheimer Disease, Mild Cognitive Impairment, and Normal Cognitive Status with Large-Scale Network Analysis Based on Resting-State Functional MR Imaging

(2011) Gang Chen et al.   RADIOLOGY

A shortest-path graph kernel for estimating gene product semantic similarity

(2011) Marco A Alvarez et al.   Journal of Biomedical Semantics

Abnormal whole-brain functional connection in amnestic mild cognitive impairment patients

(2010) Feng Bai et al.   BEHAVIOURAL BRAIN RESEARCH

Spatio-Spectral Remote Sensing Image Classification With Graph Kernels

(2010) Gustavo Camps-Valls et al.   IEEE Geoscience and Remote Sensing Letters

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

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

Surface area and cortical thickness descriptors reveal different attributes of the structural human brain networks

(2010) Gretel Sanabria-Diaz et al.   NEUROIMAGE

Identifying population differences in whole-brain structural networks: A machine learning approach

(2010) Emma C. Robinson et al.   NEUROIMAGE

Enriched white matter connectivity networks for accurate identification of MCI patients

(2010) Chong-Yaw Wee et al.   NEUROIMAGE

Frequency-dependent changes in the amplitude of low-frequency fluctuations in amnestic mild cognitive impairment: A resting-state fMRI study

(2010) Ying Han et al.   NEUROIMAGE

Loss of ‘Small-World’ Networks in Alzheimer's Disease: Graph Analysis of fMRI Resting-State Functional Connectivity

(2010) Ernesto J. Sanz-Arigita et al.   PLoS One

Abnormal Cortical Networks in Mild Cognitive Impairment and Alzheimer's Disease

(2010) Zhijun Yao et al.   PLoS Computational Biology

Abnormalities of the uncinate fasciculus and posterior cingulate fasciculus in mild cognitive impairment and early Alzheimer's disease: A diffusion tensor tractography study

(2009) Kuniaki Kiuchi et al.   BRAIN RESEARCH

Human brain networks in health and disease

(2009) Danielle S Bassett et al.   CURRENT OPINION IN NEUROLOGY

Intrinsic Functional Connectivity As a Tool For Human Connectomics: Theory, Properties, and Optimization

(2009) Koene R. A. Van Dijk et al.   JOURNAL OF NEUROPHYSIOLOGY

Use of magnetoencephalography (MEG) to study functional brain networks in neurodegenerative disorders

(2009) C.J. Stam   JOURNAL OF THE NEUROLOGICAL SCIENCES

Disease state prediction from resting state functional connectivity

(2009) R. Cameron Craddock et al.   MAGNETIC RESONANCE IN MEDICINE

Single domain amnestic MCI: A multiple cognitive domains fMRI investigation

(2009) D. Lenzi et al.   NEUROBIOLOGY OF AGING

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI

(2009) Hui Shen et al.   NEUROIMAGE

Whole-brain anatomical networks: Does the choice of nodes matter?

(2009) Andrew Zalesky et al.   NEUROIMAGE

The oscillating brain: Complex and reliable

(2009) Xi-Nian Zuo et al.   NEUROIMAGE

Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data

(2009) Satoru Hayasaka et al.   NEUROIMAGE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Neurodegenerative Diseases Target Large-Scale Human Brain Networks

(2009) William W. Seeley et al.   NEURON

Neuronal Networks in Alzheimer's Disease

(2009) Yong He et al.   NEUROSCIENTIST

Abnormal Functional Connectivity of Hippocampus During Episodic Memory Retrieval Processing Network in Amnestic Mild Cognitive Impairment

(2008) Feng Bai et al.   BIOLOGICAL PSYCHIATRY

Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease

(2008) C. J. Stam et al.   BRAIN

Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network

(2008) M. D. Greicius et al.   CEREBRAL CORTEX

Parcellation-dependent small-world brain functional networks: A resting-state fMRI study

(2008) Jinhui Wang et al.   HUMAN BRAIN MAPPING

Fractal connectivity of long-memory networks

(2008) Sophie Achard et al.   PHYSICAL REVIEW E

Network Analysis of Intrinsic Functional Brain Connectivity in Alzheimer's Disease

(2008) Kaustubh Supekar et al.   PLoS Computational Biology