Fusing DTI and fMRI data: A survey of methods and applications

No abstract is available for this paper.

• Publication year

  2014

• Venue

  NeuroImage

• Publication date

  2014-11-15

• Fields of study

  Medicine, Computer Science, Psychology

• Identifiers
  DOI 10.1016/j.neuroimage.2013.09.071PMID 24103849PMCID PMC4012015
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Dynamic functional connectomics signatures for characterization and differentiation of PTSD patients

  2014cited by this paper
• Connectivity-based parcellation of the human posteromedial cortex.

  2014cited by this paper
• Track-weighted functional connectivity (TW-FC): A tool for characterizing the structural-functional connections in the brain

  2013influential reference
• Inferring functional connectivity in MRI using Bayesian network structure learning with a modified PC algorithm

  2013cited by this paper
• Anatomical connectivity and the resting state activity of large cortical networks

  2013cited by this paper
• Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions

  2013cited by this paper
• Stress‐induced reduction in hippocampal volume and connectivity with the ventromedial prefrontal cortex are related to maladaptive responses to stressful military service

  2013cited by this paper
• The neural basis of central proprioceptive processing in older versus younger adults: An important sensory role for right putamen

  2012cited by this paper
• Functional MRI-guided probabilistic tractography of cortico-cortical and cortico-subcortical language networks in children

  2012cited by this paper
• The brain structural hub of interhemispheric information integration for visual motion perception.

  2012influential reference
• Meta-Analysis of Functional Roles of DICCCOLs

  2012cited by this paper
• Multimodal analyses identify linked functional and white matter abnormalities within the working memory network in schizophrenia.

  2012influential reference
• Identification of MCI individuals using structural and functional connectivity networks

  2012cited by this paper
• Connectomics signatures of prenatal cocaine exposure affected adolescent brains

  2012cited by this paper
• Emotional voice areas: anatomic location, functional properties, and structural connections revealed by combined fMRI/DTI.

  2012cited by this paper
• Joint Modeling of Anatomical and Functional Connectivity for Population Studies

  2012cited by this paper
• Differential relationships between transcallosal structural and functional connectivity in young and older adults.

  2012cited by this paper
• Inferring consistent functional interaction patterns from natural stimulus FMRI data

  2012cited by this paper
• Connectivity-based subdivisions of the human right "temporoparietal junction area": evidence for different areas participating in different cortical networks.

  2012cited by this paper
• Tractography-based parcellation of the human left inferior parietal lobule

  2012cited by this paper
• Cerebral Cortex doi:10.1093/cercor/bhs072 DICCCOL: Dense Individualized and Common Connectivity-Based Cortical Landmarks

  2012cited by this paper
• fMRI-DTI modeling via landmark distance atlases for prediction and detection of fiber tracts

  2012cited by this paper
• The Geometric Structure of the Brain Fiber Pathways

  2012cited by this paper
• Altered functional and structural brain network organization in autism☆

  2012cited by this paper
• Integration of structural and functional magnetic resonance imaging in amyotrophic lateral sclerosis.

  2011cited by this paper
• Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model

  2011cited by this paper
• Disrupted thalamocortical connectivity in PSP: a resting-state fMRI, DTI, and VBM study.

  2011cited by this paper
• Processing social aspects of human gaze: A combined fMRI-DTI study

  2011cited by this paper
• Cortico-striatal connectivity and cognition in normal aging: A combined DTI and resting state fMRI study

  2011influential reference
• Functional connectivity in mild traumatic brain injury

  2011cited by this paper
• Anatomical Correlates of Age-Related Working Memory Declines

  2011cited by this paper
• Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles

  2011influential reference
• Reliability of cortical activity during natural stimulation.

  2010cited by this paper
• Alterations in brain structure and functional connectivity in prescription opioid-dependent patients.

  2010cited by this paper
• Are functional deficits in concussed individuals consistent with white matter structural alterations: combined FMRI & DTI study

  2010cited by this paper
• Neuroimaging of the functional and structural networks underlying visuospatial vs. linguistic reasoning in high-functioning autism.

  2010cited by this paper
• Development of functional and structural connectivity within the default mode network in young children

  2010influential reference
• Brain connectivity is not only lower but different in schizophrenia: a combined anatomical and functional approach.

  2010cited by this paper
• Individual Functional ROI Optimization Via Maximization of Group-Wise Consistency of Structural and Functional Profiles

  2010cited by this paper
• Combining functional and anatomical connectivity reveals brain networks for auditory language comprehension

  2010cited by this paper
• A combined fMRI and DTI examination of functional language lateralization and arcuate fasciculus structure: Effects of degree versus direction of hand preference.

  2010cited by this paper
• White matter microstructure underlying default mode network connectivity in the human brain

  2010cited by this paper
• Structure-function relationships in the context of reinforcement-related learning: a combined diffusion tensor imaging-functional magnetic resonance imaging study.

  2010cited by this paper
• Functional and structural changes in the memory network associated with left temporal lobe epilepsy

  2009cited by this paper
• Modalities, Modes, and Models in Functional Neuroimaging

  2009cited by this paper
• Correspondence of the brain's functional architecture during activation and rest

  2009cited by this paper
• Resting-state functional connectivity reflects structural connectivity in the default mode network.

  2009influential reference
• Impact of fMRI-guided advanced DTI fiber tracking techniques on their clinical applications in patients with brain tumors

  2009cited by this paper
• Resolving crossings in the corticospinal tract by two-tensor streamline tractography: Method and clinical assessment using fMRI.

  2009cited by this paper
• Predicting human resting-state functional connectivity from structural connectivity

  2009influential reference
• Determining functional connectivity using fMRI data with diffusion-based anatomical weighting

  2009cited by this paper
• Identification of the medial lemniscus in the human brain: combined study of functional MRI and diffusion tensor tractography.

  2009cited by this paper
• Defining functional areas in individual human brains using resting functional connectivity MRI

  2008cited by this paper
• Combining structural and functional neuroimaging data for studying brain connectivity: a review.

  2008cited by this paper
• Anatomical and functional parcellation of the human lateral premotor cortex

  2008cited by this paper
• Resting state sensorimotor functional connectivity in multiple sclerosis inversely correlates with transcallosal motor pathway transverse diffusivity

  2008cited by this paper
• Mapping the Structural Core of Human Cerebral Cortex

  2008cited by this paper
• Microstructural Organization of the Cingulum Tract and the Level of Default Mode Functional Connectivity

  2008influential reference
• What we can do and what we cannot do with fMRI

  2008cited by this paper
• Normalized Cut Group Clustering of Resting-State fMRI Data

  2008influential reference
• Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers

  2008influential reference
• Function and connectivity in human primary auditory cortex: a combined fMRI and DTI study at 3 Tesla.

  2007influential reference
• Disruption of large-scale brain systems in advanced aging.

  2007cited by this paper
• Adult age differences in the functional neuroanatomy of visual attention: a combined fMRI and DTI study.

  2007cited by this paper
• White matter abnormalities and brain activation in schizophrenia: a combined DTI and fMRI study.

  2007cited by this paper
• Extrinsic and intrinsic systems in the posterior cortex of the human brain revealed during natural sensory stimulation.

  2007cited by this paper
• Fiber density asymmetry of the arcuate fasciculus in relation to functional hemispheric language lateralization in both right- and left-handed healthy subjects: A combined fMRI and DTI study

  2007cited by this paper
• Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging

  2007cited by this paper
• Anatomical correlates of the functional organization in the human occipitotemporal cortex.

  2006cited by this paper
• Geometrically constrained two-tensor model for crossing tracts in DWI.

  2006cited by this paper
• Structure-function correlates of cognitive decline in aging.

  2006cited by this paper
• Characterization of displaced white matter by brain tumors using combined DTI and fMRI

  2006influential reference
• An fMRI task battery for assessing hemispheric language dominance in children

  2006cited by this paper
• Brain dynamics during natural viewing conditions - A new guide for mapping connectivity in vivo

  2005cited by this paper
• Comprehensive language mapping in children, using functional magnetic resonance imaging: what's missing counts

  2005cited by this paper
• Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging

  2005influential reference
• Functional organization of human occipital-callosal fiber tracts.

  2005cited by this paper
• Functional Connectivity: Integrating Behavioral, Diffusion Tensor Imaging, and Functional Magnetic Resonance Imaging Data Sets

  2005cited by this paper
• Functional brain mapping during free viewing of natural scenes

  2004cited by this paper
• Q‐ball imaging

  2004influential reference
• Automatically parcellating the human cerebral cortex.

  2004cited by this paper
• Combination of event-related fMRI and diffusion tensor imaging in an infant with perinatal stroke

  2004cited by this paper
• Changes in connectivity profiles define functionally distinct regions in human medial frontal cortex.

  2004cited by this paper
• Characterizing function-structure relationships in the human visual system with functional MRI and diffusion tensor imaging

  2004cited by this paper
• Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI

  2004cited by this paper
• Combined functional MRI and tractography to demonstrate the connectivity of the human primary motor cortex in vivo

  2003influential reference
• Combined analysis of DTI and fMRI data reveals a joint maturation of white and grey matter in a fronto-parietal network.

  2003influential reference
• Probabilistic Monte Carlo Based Mapping of Cerebral Connections Utilising Whole-Brain Crossing Fibre Information

  2003cited by this paper
• Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging

  2003cited by this paper
• Characterization and propagation of uncertainty in diffusion‐weighted MR imaging

  2003cited by this paper
• A framework for a streamline‐based probabilistic index of connectivity (PICo) using a structural interpretation of MRI diffusion measurements

  2003cited by this paper
• An Investigation of Functional and Anatomical Connectivity Using Magnetic Resonance Imaging

  2002influential reference
• Functional connectivity in the resting brain: A network analysis of the default mode hypothesis

  2002influential reference
• Initial Demonstration of in Vivo Tracing of Axonal Projections in the Macaque Brain and Comparison with the Human Brain Using Diffusion Tensor Imaging and Fast Marching Tractography

  2002cited by this paper
• The anatomical basis of functional localization in the cortex

  2002cited by this paper
• High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity

  2002influential reference
• Estimating distributed anatomical connectivity using fast marching methods and diffusion tensor imaging

  2002cited by this paper
• Medial prefrontal cortex and self-referential mental activity: Relation to a default mode of brain function

  2001influential reference
• In vivo fiber tractography using DT‐MRI data

  2000cited by this paper
• Readout: Diffusion-tensor MR Imaging of the Human

  2000cited by this paper

• Neurobridge: Bridging functional and structural brain networks via neural coupling and consistency-Guided dynamic graph learning.

  2026cites this paper
• The Tip-of-the-Tongue Phenomenon: Cognitive, Neural, and Neurochemical Perspectives.

  2026cites this paper
• White-Matter fiber tract and resting-state functional connectivity abnormalities in young children with autism spectrum disorder

  2025cites this paper
• Connectome-seq: High-throughput Mapping of Neuronal Connectivity at Single-Synapse Resolution via Barcode Sequencing

  2025cites this paper
• Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis From Multimodal Brain Imaging

  2025cites this paper
• Relationship Between Structural and Functional Network Connectivity Changes for Patients With Traumatic Brain Injury and Chronic Health Symptoms

  2025cites this paper
• Female 3xTg-AD mice demonstrate hyperexcitability phenotype of Alzheimer’s disease in structure-function and function-behavior relationships

  2025cites this paper
• Shallow Acupuncture for Chronic Neck Pain: A Multicenter Randomized Controlled Trial Protocol with fMRI and DTI

  2025cites this paper
• Navigating a Misty Road: Novel Ways to Study the Impact of Cognition on Driving Performance in Multiple Sclerosis

  2025cites this paper
• Unveiling the Structural-Functional Interplay of Brain Networks in Depression: An Integrated DTI-fMRI Study

  2025cites this paper
• A New Approach for Predicting Brain Functional Connectivity: A Cross-Modality DTI-fMRI Study

  2025cites this paper
• Multiparametric MRI of the median nerve in carpal tunnel syndrome

  2025cites this paper
• Integrating multimodal data to understand cortical circuit architecture and function

  2025cites this paper
• Predicting resting-state brain functional connectivity from the structural connectome using the heat diffusion model: a multiple-timescale fusion method

  2024cites this paper
• Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks

  2024cites this paper
• Diffusion characteristics of diffusion-weighted imaging in children with hippocampus injury during complex acute febrile seizure: a prospective observational study

  2024cites this paper
• Integrated brain connectivity analysis with fMRI, DTI, and sMRI powered by interpretable graph neural networks

  2024cites this paper
• Structural-functional connectivity decoupling in multiscale brain networks in Parkinson’s disease

  2024cites this paper
• Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification

  2024cites this paper
• Hypercomplex Graph Neural Network: Towards Deep Intersection of Multi-Modal Brain Networks

  2024cites this paper
• Gut Microbiota Moderates Multimodal Brain Structure-Function Integration and Behavioral Cognition in Growth Hormone Deficient Children

  2024cites this paper
• Jointly constrained group sparse connectivity representation improves early diagnosis of Alzheimer’s disease on routinely acquired T1-weighted imaging-based brain network

  2024cites this paper
• A systematic review of the relationship between magnetic resonance imaging based resting-state and structural networks in the rodent brain

  2023cites this paper
• Functional and Structural Longitudinal Change Patterns in Adolescent Brain

  2023cites this paper
• Functional Magnetic Resonance Imaging and Diffusion Tensor Imaging-Tractography in Resective Brain Surgery: Lesion Coverage Strategies and Patient Outcomes

  2023cites this paper
• Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning

  2023cites this paper
• MSTGC: Multi-Channel Spatio-Temporal Graph Convolution Network for Multi-Modal Brain Networks Fusion

  2023cites this paper
• Alterations in Human Hippocampus Subregions across the Lifespan: Reflections on White Matter Structure and Functional Connectivity

  2023cites this paper
• A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers

  2023cites this paper
• Editorial: Current advances in multimodal human brain imaging and analysis across the lifespan: From mapping to state prediction

  2023cites this paper
• A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis

  2023cites this paper
• A Multimodal Multilevel Neuroimaging Model for Investigating Brain Connectome Development

  2022cites this paper
• Application of DTI and fMRI in moyamoya disease

  2022cites this paper
• Building a tissue‐unbiased brain template of fiber orientation distribution and tractography with multimodal registration

  2022cites this paper
• Conceptual Framework For Optimized Pipeline Selection For Brain Tractography Using Multi-Criteria Decision Analysis

  2022cites this paper
• TOPOLOGICAL LEARNING FOR BRAIN NETWORKS BY TANANUN SONGDECHAKRAIWUT

  2022cites this paper
• Hypergraph Laplacian Diffusion Model for Predicting Resting Brain Functional Connectivity from Structural Connectivity

  2022cites this paper
• Chronic pain: Linking deep brain stimulation and sensory functional MRI

  2022cites this paper
• Multi-scale enhanced graph convolutional network for mild cognitive impairment detection

  2022cites this paper
• Neuroplasticity Mechanisms in Frontal Brain Gliomas: A Preliminary Study

  2022cites this paper
• Accurately Modeling the Resting Brain Functional Correlations Using Wave Equation With Spatiotemporal Varying Hypergraph Laplacian

  2022cites this paper
• Multivariate Analysis and Modelling of multiple Brain endOphenotypes: Let’s MAMBO!

  2021cites this paper
• Numerical Simulation of Higher-Order Nonlinearity of Human Brain Functional Connectivity Using Hypergraph p-Laplacian

  2021cites this paper
• Spatial-Temporal Analysis of Multi-Subject Functional Magnetic Resonance Imaging Data

  2021cites this paper
• A Heterogeneous Graph Based Framework for Multimodal Neuroimaging Fusion Learning

  2021cites this paper
• Pictorial essay: How co-registered BOLD fMRI and DTI data can improve diffusion tensor tractography

  2021cites this paper
• Exploring brain connectivity changes in major depressive disorder using functional‐structural data fusion: A CAN‐BIND‐1 study

  2021influential citation
• Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment

  2021cites this paper
• The Evaluation of Conventional MRI, Diffusion Tensor Imaging, and Arterial Spin Labeling Imaging for Early Brain Damage Caused by Neonatal Hyperbilirubinemia

  2021cites this paper
• A methodological scoping review of the integration of fMRI to guide dMRI tractography. What has been done and what can be improved; a 20-year perspective.

  2021cites this paper
• The “vestibular neuromatrix”: A proposed, expanded vestibular network from graph theory in post‐concussive vestibular dysfunction

  2021cites this paper
• Functional Topography of the Human Subthalamic Nucleus: Relevance for Subthalamotomy in Parkinson's Disease

  2021cites this paper
• Parcellation-Free prediction of task fMRI activations from dMRI tractography

  2021cites this paper
• Accurately modeling the human brain functional correlations with hypergraph Laplacian

  2020cites this paper
• Functional Connectivity of Successful Picture-Naming: Age-Specific Organization and the Effect of Engaging in Stimulating Activities

  2020cites this paper
• Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection

  2020cites this paper
• Influence of structural and functional brain connectivity on age-related differences in fluid cognition.

  2020cites this paper
• Grant Report on the Effects of Childhood Maltreatment on Neurocircuitry in Adolescent Depression

  2020cites this paper
• Topological Learning for Brain Networks

  2020cites this paper
• Understanding the Relationship Between Human Brain Structure and Function by Predicting the Structural Connectivity From Functional Connectivity

  2020cites this paper
• fMRI-Targeted High-Angular Resolution Diffusion MR Tractography to Identify Functional Language Tracts in Healthy Controls and Glioma Patients

  2020cites this paper
• Bayesian inference with the l1-ball prior: solving combinatorial problems with exact zeros

  2020cites this paper
• Neuroplasticity in children and adolescents in response to treatment intervention: A systematic review of the literature

  2020cites this paper
• Surface‐Based Connectivity Integration: An atlas‐free approach to jointly study functional and structural connectivity

  2020cites this paper
• Task-Induced Functional Connectivity of Picture Naming in Healthy Aging: The Impacts of Age and Task Complexity

  2020cites this paper
• Probing disrupted neurodevelopment in autism using human stem cell‐derived neurons and organoids: An outlook into future diagnostics and drug development

  2020cites this paper
• ACOEC-FD: Ant Colony Optimization for Learning Brain Effective Connectivity Networks From Functional MRI and Diffusion Tensor Imaging

  2019cites this paper
• Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population

  2019cites this paper
• Functional Informed Fiber Tracking Using Combination of Diffusion and Functional MRI

  2019cites this paper
• Spatially Adaptive Varying Correlation Analysis for Multimodal Neuroimaging Data

  2019cites this paper
• White matter - emotion processing activity relationships in youth offspring of bipolar parents.

  2019cites this paper
• Characterization of the hemodynamic response function in white matter tracts for event-related fMRI

  2019cites this paper
• Strong-Weak Pruning for Brain Network Identification in Connectome-Wide Neuroimaging: Application to Amyotrophic Lateral Sclerosis Disease Stage Characterization

  2019cites this paper
• Discovering hierarchical common brain networks via multimodal deep belief network

  2019cites this paper
• Simultaneous Covariance Inference for Multimodal Integrative Analysis

  2019cites this paper
• Accessing Latent Connectome of Mild Cognitive Impairment via Discriminant Structure Learning

  2019cites this paper
• Microstructural white matter network-connectivity in individuals with psychotic disorder, unaffected siblings and controls

  2019cites this paper
• White matter information flow mapping from diffusion MRI and EEG

  2019cites this paper
• Structural mediation of human brain activity revealed by white-matter interpolation of fMRI

  2019cites this paper
• Social Experience and the Developing Brain: Opportunities for Social Epidemiologists in the Era of Population-Based Neuroimaging

  2019cites this paper
• Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method

  2019cites this paper
• A Systematic Review of Structural and Functional Imaging Correlates of Headache or Pain after Mild Traumatic Brain Injury

  2019cites this paper
• Volumetría de fascículos cerebrales en población sana

  2019cites this paper
• Evaluating the Strength of Structural Connectivity Underlying Brain Functional Networks

  2018cites this paper
• Brain Structure and Function in Emotion Processing, Emotion Regulation, and Reward Processing Neural Circuitries in Offspring at Risk for Bipolar Disorder

  2018cites this paper
• Cerebral Blood Flow, White Matter Micro-Structures and Gray Matter Function in Adult Aged 61-81 Years

  2018cites this paper
• Influence of Motor Deficiency and Spatial Neglect on the Contralesional Posterior Parietal Cortex Functional and Structural Connectivity in Stroke Patients

  2018cites this paper
• Data-driven methods for characterizing individual differences in brain MRI

  2018cites this paper
• Multimodal human brain connectivity analysis based on graph theory

  2018cites this paper
• Function-specific and Enhanced Brain Structural Connectivity Mapping via Joint Modeling of Diffusion and Functional MRI

  2018cites this paper
• Joint representation of connectome-scale structural and functional profiles for identification of consistent cortical landmarks in macaque brain

  2018cites this paper
• A new era of systems neuroscience in aphasia?

  2018cites this paper
• Tractography-Based Score for Learning Effective Connectivity From Multimodal Imaging Data Using Dynamic Bayesian Networks

  2018cites this paper
• Optimal parameters and location for diffusion tensor imaging in the diagnosis of carpal tunnel syndrome: a meta-analysis.

  2018cites this paper
• Network Models in Neuroimaging: A Survey of Multimodal Applications

  2018influential citation
• On the Origin of Individual Functional Connectivity Variability: The Role of White Matter Architecture

  2017cites this paper
• The relationship between BOLD fMRI response and the underlying white matter as measured by fractional anisotropy (FA): A systematic review

  2017cites this paper
• Relationship between structural and functional connectivity change across the adult lifespan: A longitudinal investigation

  2017cites this paper
• Statistical analysis of neuronal data: Development of quantitative frameworks and application to microelectrode array analysis and cell type classification

  2017cites this paper
• Real-time interactive tractography analysis for multimodal brain visualization tool: MultiXplore

  2017cites this paper