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NeuroImage, ISSN 1053-8119, 02/2012, Volume 59, Issue 3, pp. 2045 - 2056
Different imaging modalities provide essential complementary information that can be used to enhance our understanding of brain disorders. This study focuses... 
Alzheimer's disease (AD) | Brain network analysis multiple-kernel Support Vector Machines (SVMs) | Diffusion tensor imaging (DTI) | Mild cognitive impairment (MCI) | Resting-state functional magnetic resonance imaging (rs-fMRI) | Multimodality representation | ALZHEIMER-DISEASE | Brain network analysis multiple-kernel Support | PATTERNS | imaging (rs-fMR1) | MILD COGNITIVE IMPAIRMENT | NEUROSCIENCES | NEUROIMAGING | Resting-state functional magnetic resonance | PREDICTION | BIOMARKERS | Vector Machines (SVMs) | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Humans | Middle Aged | Male | Educational Status | Neural Pathways - pathology | Support Vector Machine | Female | Cognitive Dysfunction - diagnosis | Data Interpretation, Statistical | Reproducibility of Results | Artificial Intelligence | Linear Models | Cognitive Dysfunction - pathology | Nerve Net - pathology | Diffusion Tensor Imaging | Neuropsychological Tests | Magnetic Resonance Imaging | Algorithms | Image Processing, Computer-Assisted | Brain - pathology | ROC Curve | Aged | Nonlinear Dynamics | Cluster Analysis | Cohort Studies | Nervous system diseases | Alzheimer's disease | Telecommunications services industry | Communications industry | Brain | Nuclear magnetic resonance--NMR | Medical imaging | Memory | Classification | Cognitive ability | Connectivity | Alzheimer’s disease (AD) | resting-state functional magnetic resonance imaging (rs-fMRI) | brain network analysis | diffusion tensor imaging (DTI) | multimodality representation | multiple-kernel Support Vector Machines (SVMs)
Journal Article
Human brain mapping, ISSN 1065-9471, 3/2019, Volume 40, Issue 4, pp. 1062 - 1081
Alzheimer’s disease (AD) is the most common type of dementia in the elderly with no effective treatment currently. Recent studies of non-invasive neuroimaging,... 
functional connectivity | Alzheimer’s disease (AD) | resting-state functional magnetic resonance imaging (rs-fMRI) | rips filtration | Network measure | persistent homology
Journal Article
Journal of Clinical Neuroscience, ISSN 0967-5868, 10/2019, Volume 68, pp. 235 - 242
This study used Voxel-based morphometry (VBM) and resting-state functional magnetic resonance imaging (rs-fMRI) to investigate changes in brain structure and... 
Parkinson’s disease (PD) | Functional connectivity (FC) | Graph theory | Voxel-based morphometry (VBM) | Resting-state functional magnetic resonance imaging (rs-fMRI)
Journal Article
IEEE Journal of Biomedical and Health Informatics, ISSN 2168-2194, 11/2019, Volume 23, Issue 6, pp. 2494 - 2504
Functional brain network (FBN) is becoming an increasingly important measurement for exploring cerebral mechanisms and mining informative biomarkers that... 
Correlation | resting-state functional magnetic resonance imaging (rs-fMRI) | Functional brain network | Time series analysis | Pipelines | Estimation | Functional magnetic resonance imaging | mild cognitive impairment (MCI) | Informatics | Optimization
Journal Article
Brain Research, ISSN 0006-8993, 2014, Volume 1594, pp. 92 - 107
Abstract Transcranial direct current stimulation (tDCS) modulates glutamatergic neurotransmission and can be utilized as a novel treatment intervention for a... 
Neurology | Functional network connectivity (FNC) | Magnetic resonance spectroscopy (MRS) | Parietal lobe | Glutamine–glutamate (Glx) | Independent component analysis (ICA) | Transcranial direct current stimulation (tDCS) | Resting-state functional magnetic resonance imaging (rs-fMRI) | Glutamine-glutamate (Glx) | DEFAULT MODE NETWORK | ANTERIOR CINGULATE CORTEX | HUMAN BRAIN | SALIENCE NETWORK | PARIETAL CORTEX | INTRINSIC FUNCTIONAL CONNECTIVITY | NEUROSCIENCES | INDEPENDENT COMPONENT ANALYSIS | HUMAN MOTOR CORTEX | MAGNETIC-RESONANCE-SPECTROSCOPY | RESTING-STATE NETWORKS | Synaptic Transmission - physiology | Magnetic Resonance Spectroscopy | Humans | Glutamine - metabolism | Male | Brain Mapping - methods | Brain - physiology | Nerve Net - physiology | Glutamine - analysis | Young Adult | Magnetic Resonance Imaging | Transcranial Direct Current Stimulation | Image Processing, Computer-Assisted | Female | Glutamic Acid - metabolism | Glutamic Acid - analysis | Nuclear magnetic resonance spectroscopy | Neurosciences | Architecture | Glutamate | Glutamine | resting-state functional magnetic resonance imaging (rs-fMRI) | independent component analysis (ICA) | parietal lobe | magnetic resonance spectroscopy (MRS) | 60 APPLIED LIFE SCIENCES | transcranial direct current stimulation (tDCS) | glutamine–glutamate (Glx) | functional network connectivity (FNC) | glutamine-glutamate (Glx)
Journal Article
Brain Imaging and Behavior, ISSN 1931-7557, 9/2016, Volume 10, Issue 3, pp. 799 - 817
The study of brain networks by resting-state functional magnetic resonance imaging (rs-fMRI) is a promising method for identifying patients with dementia from... 
Support vector machine (SVM) | Neurosciences | Biomedicine | Alzheimer’s disease (AD) | Mild cognitive impairment (MCI) | Machine learning | Graph theory | Neuropsychology | Psychiatry | Neuroradiology | Resting-state functional magnetic resonance imaging (rs-fMRI)
Journal Article
Journal Article