The complete record
145 peer-reviewed journal articles, 2 books / book chapters, 100 conference proceedings, and one patent — spanning two decades of work in functional MRI, brain connectivity, and machine learning in neuroimaging. Search or filter by period below. Up-to-date metrics are on Google Scholar.
Peer-reviewed journal publications 143 entries
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in press
The Deep Learning Revolution in Neuroimaging: Insights from a Bibliometric Analysis (2014 – 2024)
Neuroinformatics, in press
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in press
Formation of new attachment bonds by adult labrador retreivers purpose-bred and trained for olfactory detection
Applied Animal Behavior Science, in press
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in press
Transfer learning for improving neuroimaging-based diagnostic classification
IEEE Transactions on Computational Biology and Bioinformatics, in press
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in press
Social bonding between humans, animals and robots: Dogs outperform their robotic replicas as social companions
Plos One, in press
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2026
Neural insights into observational drawing: A longitudinal resting state functional connectivity study using 7T MRI
Brain and Cognition · vol. 192, pp. 106376
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2025
Effects of Seasonal Factors on Brain Function - A Systematic Review and Future Perspectives
iScience · vol. 28(12), pp. 114066
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2025
Non-invasive Electrophysiological Characterization of Distinctive Meditative States in a Yogi during Samaadhi
International Journal of Yoga · vol. 18 (3), pp. 321-341
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2025
Topology-assisted clustering of temporal fMRI brain networks with use-case in mitigating non-neural multi-site variability
IEEE Access · vol. 13, pp. 172259-172278
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2025
VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data
Frontiers in Neuroinformatics · vol. 19, pp. 1553035
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2025
Beyond the human touch: A critical review of the promise and challenges of animal- and robot-assisted therapy in loneliness and mental healthcare
Asian Journal of Psychiatry · vol. 110, pp. 104615
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2025
Scale-Free Dynamics of Resting-State fMRI Microstates
Fractal and Fractional · vol. 9(2), pp. 112
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2024
A reliable clinical decision support system for posttraumatic stress disorder using functional magnetic resonance imaging data
IEEE Transactions on Artificial Intelligence · vol. 5(11), pp. 5605-5615
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2024
A Multi-Model Framework to Explore ADHD Diagnosis from Neuroimaging Data
Journal of Data Science · vol. 22(2), pp. 191–207
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2024
Characteristics of patients with myofascial pain syndrome of the low back
Nature Scientific Reports · vol. 14(1), pp. 11912
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2024
The Use of Generative Adversarial Network and Graph Convolution Network for Neuroimaging-based Diagnostic Classification
Brain Sciences · vol. 14(5), pp. 456
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2024
Interpretable deep learning for neuroimaging-based diagnostic classification
IEEE Access · vol. 12, pp. 55474-55490
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2024
Two separate brain networks for predicting trainability and tracking training-related plasticity in working dogs
Animals · vol. 14(7), pp. 1082
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2024
A review of the applications of generative adversarial networks to structural and functional MRI based diagnostic classification of brain disorders
Frontiers in Neuroscience · vol. 18, pp. 1333712
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2024
Brain disorder detection and diagnosis using machine learning and deep learning - A bibliometric analysis
Current Neuropharmacology · vol. 22(13), pp. 2191-2216
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2024
Scale-Free Dynamics of Resting-State fMRI Microstates
Fractal and Fractional
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2023
The Robustness of Persistent Homology of Brain Networks to Data Acquisition-related Non-neural Variability in Resting state fMRI
Human Brain Mapping · vol. 44(13), pp. 4637-4651
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2023
The confound of hemodynamic response function variability in human resting-state functional MRI studies
Frontiers in Neuroscience · vol. 17, pp. 934138
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2022
Extra-Virgin Olive Oil Enhances the Blood–Brain Barrier Function in Mild Cognitive Impairment: A Randomized Controlled Trial
Nutrients · vol. 14(23), pp. 5102
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2022
Noninvasive characterization of functional pathways in layer-specific microcircuits of the human brain using 7T fMRI
Brain Sciences · vol. 12(10), pp. 1361
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2022
Laminar functional magnetic resonance imaging in vision research
Frontiers in Neuroscience · vol. 16, pp. 910443
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2022
Functional Parcellation of the Hippocampus based on its Layer-specific Connectivity with Default Mode and Dorsal Attention Networks
NeuroImage · vol. 254, pp. 119078
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2022
Editorial: It Is a Matter of Matters: Deciphering Structural and Functional Brain Connectivity
Frontiers in Neuroscience · vol. 16, pp. 951001
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2022
Effect of intranasal Oxytocin on resting-state effective connectivity in schizophrenia
Schizophrenia Bulletin · vol. 48(5), pp. 1115-1124
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2022
Resting State fMRI Connectivity is Sensitive to Laminar Connectional Architecture in the Human Brain
Brain Informatics · vol. 9(1), pp. 2
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2022
Stress-induced changes in effective connectivity during regulation of the emotional response to threat
Brain Connectivity · vol. 12(7), pp. 629-638
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2022
Characterizations of hemodynamic alterations in Schizophrenia and Bipolar disorder and their effect on resting-state fMRI functional connectivity
Schizophrenia Bulletin · vol. 48(3), pp. 695-711
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2021
Functional connectivity-based prediction of Autism on site harmonized ABIDE dataset
IEEE Transactions on Biomedical Engineering · vol. 68(12), pp. 3628-3637
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2021
Neurofunctional segmentation shifts in the hippocampus
Frontiers in Human Neuroscience · vol. 15, pp. 729836
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2021
Maternal vitamin B12, folate during pregnancy and neurocognitive outcomes in young adults of the Pune Maternal Nutrition Study (PMNS) prospective birth cohort: Study protocol
British Medical Journal (BMJ) Open · vol. 11(9), pp. e046242
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2021
The Effect of Light Sedation with Midazolam on Functional Connectivity of the Dorsal Attention Network
Brain Sciences · vol. 11(8), pp. 1107
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2021
Intrinsic functional connectivity of the frontoparietal network predicts inter-individual differences in the propensity for costly third-party punishment
Cognitive Affective and Behavioral Neuroscience · vol. 21(6), pp. 1222-1232
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2021
Human-Dog Relationships as a Working Framework for Exploring Human-Robot Attachment: A Multidisciplinary Review
Animal Cognition · vol. 24, pp. 371–385
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2021
Dog-Human Social Relationship: Representation of Human Face Familiarity and Emotions in the Dog Brain
Animal Cognition · vol. 24(2), pp. 251-266
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2021
FMRI hemodynamic response function (HRF) as a novel marker of brain function: applications for understanding obsessive-compulsive disorder pathology and treatment response
Brain Imaging and Behavior · vol. 15(3), pp.1622-1640
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2020
Density Based Clustering of Static and Dynamic Functional MRI Connectivity Features Obtained from Subjects with Cognitive Impairment
Brain Informatics · vol.7, pp. 19
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2020
A Neurobehavioral Study on the Efficacy of Price Interventions in Promoting Healthy Food Choices among Low Socioeconomic Families
Nature Scientific Reports · vol. 10, pp. 15435
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2020
Diagnostic Prediction of Autism Spectrum Disorder Using Complex Network Measures in a Machine Learning Framework
Biomedical Signal Processing and Control · vol. 62, pp. 102099
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2020
Research trends in the application of Yoga to human health: A data science approach
International Journal of Public Mental Health and Neurosciences · vol. 7(1), pp. 8-13
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2020
MALINI (Machine Learning in NeuroImaging): A MATLAB toolbox for aiding clinical diagnostics using resting-state fMRI data
Data in Brief · vol. 29, pp.105213
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2020
Comparing pet and detection dogs (Canis familiaris) on two aspects of social cognition
Learning & Behavior · vol. 48(4), pp. 432-443
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2020
Structural Covariance Network Disruptions in Military Personnel with Mild Traumatic Brain Injury and Post-Traumatic Stress Disorder
Journal of Neurotrauma · vol. 39(19), pp. 2102-2112
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2020
Multi-level Clustering of Dynamic Directional Brain Network Patterns and their Behavioral Relevance
Frontiers in Neuroscience · vol. 13, pp. 1448
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2020
DisConICA: A Software Package for Assessing Reproducibility of Brain Networks and their Discriminability across Disorders
Neuroinformatics · vol. 18(1), pp. 87-107
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2020
Supervised machine learning for diagnostic classification from large-scale neuroimaging datasets
Brain Imaging and Behavior · vol. 14(6), pp. 2378-2416
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2019
Deterioration from Healthy to Mild Cognitive Impairment and Alzheimer’s Disease Mirrored in Corresponding Loss of Centrality in Directed Brain Networks
Brain Informatics · vol. 6(1), pp. 8
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2019
Dynamics of Segregation and Integration in Directional Brain Networks: Illustration in Soldiers With PTSD and Neurotrauma
Frontiers in Neuroscience · vol. 13, pp. 803, 2019. doi: 10.3389/fnins
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2019
Training dogs for awake, unrestrained functional magnetic resonance imaging
Journal of Visualized Experiments · vol. 152, pp. e60192
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2019
Combining Prospective Acquisition CorrEction (PACE) with retrospective correction to reduce motion artifacts in resting state fMRI data
Brain and Behavior · vol. 9(8), pp. e01341
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2019
Neural underpinnings of financial decision bias in older adults: Putative theoretical models and a way to reconcile them
Frontiers in Neuroscience · vol. 13, pp. 184, 2019. doi: 10.3389/fnins
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2019
Strength and Temporal Variance of the Default Mode Network to Investigate Chronic Mild Traumatic Brain Injury in Service Members with Psychological Trauma
Journal of Experimental Neuroscience · vol. 13, pp. 1–14
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2019
Effective connectivity within a triple network brain system discriminates schizophrenia spectrum disorders from psychotic bipolar disorder at the single subject level
Schizophrenia Research (special issue on applications of machine learning) · vol. 214, pp. 24-33
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2019
Differential neural activation when voluntarily regulating emotions in service members with chronic mild traumatic brain injury
Applied Neuropsychology · vol. 26(1), pp. 76-88
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2019
Corporate sponsorship in college football: An fMRI study measuring the effectiveness of corporate branding across rival teams
Sports Marketing Quarterly · vol. 28, pp. 209-221
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2019
The neural signatures of egocentric bias in normative decision making
Brain Imaging and Behavior · vol. 13(3), pp. 685-698
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2018
Functional connectivity of specific resting state networks predicts trust and reciprocity in the trust game
Cognitive Affective and Behavioral Neuroscience · vol. 132(6), pp. 561-572
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2018
Separate brain areas for processing human and dog faces as revealed by awake fMRI in dogs (Canis familiaris)
Learning and Behavior (Special Issue on Canine Cognition) · vol. 46(4), pp. 561-573
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2018
Psychosocial stress reactivity is associated with decreased whole brain network efficiency and increased amygdala centrality
Behavioral Neuroscience
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2018
Directional brain networks underlying OM chanting
Asian Journal of Psychiatry · vol. 37, pp. 20-25
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2018
North American football fans show neurofunctional differences in response to violence: Implications for public health and policy
Frontiers in Public Health · vol.6, pp. 127
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2018
Probabilistic methods in computational neuroscience
IEEE/ACM Transactions on Computational Biology and Bioinformatics · vol. 15(2), pp. 535
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2018
Aberrant hemodynamic responses in Autism: Implications for resting state fMRI functional connectivity studies
NeuroImage: Clinical · vol. 19, pp. 320-330
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2018
Identifying neuropsychiatric disorders using unsupervised clustering methods: data and code
Data in Brief · vol. 22, pp. 570-573
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2018
Hemodynamic response function (HRF) variability confounds resting state fMRI connectivity
Magnetic Resonance in Medicine · vol. 80(4), pp. 1697-1713
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2018
Resting state fMRI data from subjects scanned with EPI-PACE (Echoplanar Imaging - Prospective Acquisition CorrEction) sequence
Data in Brief · vol. 20, pp. 2072-2075
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2018
Zinc nanoparticles enhance brain connectivity in the canine olfactory network: Evidence from an fMRI study in unrestrained awake dogs
Frontiers in Veterinary Science · vol. 5, pp. 127
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2018
Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner
Data in Brief · vol. 17, pp. 1175-1179
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2018
Identifying disease foci from static and dynamic effective connectivity networks: Illustration in Soldiers with trauma
Human Brain Mapping · vol. 39(1), pp. 264-287
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2018
Investigating the correspondence of clinical diagnostic grouping with underlying neurobiological and phenotypic clusters using unsupervised machine learning
Frontiers in Applied Mathematics and Statistics · vol. 4, pp. 25, 2018 (doi: 10.3389/fams
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2017
Hemodynamic response function parameters obtained from resting state BOLD fMRI data in subjects with Autism Spectrum Disorder and matched healthy controls
Data in Brief · vol. 14, pp. 558-562
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2017
Investigation of true high-frequency electrical substrates of fMRI-based resting state networks using parallel independent component analysis of simultaneous EEG/fMRI data
Frontiers in Neuroinformatics · vol. 11, pp. 74
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2017
Hemodynamic variability in soldiers with trauma: Implications for functional MRI connectivity studies
NeuroImage: Clinical · vol. 16, pp. 409-417
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2017
Examining microstructural white matter in active duty Soldiers with a history of mild traumatic brain injury and traumatic stress
The Open Neuroimaging Journal · vol. 11, pp. 46-57
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2017
Hemodynamic response function parameters obtained from resting-state functional MRI data in Soldiers with trauma
Data in Brief · vol. 14, pp. 558-562
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2017
Neural Correlates of Consumer Buying Motivations: A 7T functional Magnetic Resonance Imaging (fMRI) Study
Frontiers in Neuroscience · vol. 11, pp. 512
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2017
Artificial Intelligence applications to Military Medicine
Artificial Intelligence and Machine Learning for Defense Applications · pp. 59-70
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2017
Investigating Brain Connectomic Alterations in Autism using the Reproducibility of Independent Components derived from Resting State functional MRI Data
Frontiers in Neuroscience · vol. 11, pp. 459
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2017
Investigating Focal Connectivity Deficits in Alzheimer’s Disease using Directional Brain Networks Derived from Resting-State fMRI
Frontiers in Aging Neuroscience · vol. 9, pp. 211
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2017
An fMRI and effective connectivity study investigating miss errors during advice utilization from human and machine agents
Social Neuroscience · vol. 12(5), pp. 570-581
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2017
Dynamic brain connectivity is a better predictor of PTSD than static connectivity
Human Brain Mapping · vol. 38(9), pp. 4479-4496
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2017
A new generation of brain-computer interfaces driven by discovery of latent EEG-fMRI linkages using tensor decomposition
Frontiers in Neuroscience · vol.11, pp. 246
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2017
Compromised hippocampus-striatum pathway as a potential imaging biomarker of mild traumatic brain injury and post-traumatic stress disorder
Human Brain Mapping · vol. 38(6), pp. 2843-2864
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2017
Olfactory network differences in master sommeliers: Connectivity analysis using Granger causality and graph-theoretic approach
Brain Connectivity · vol. 7(2), pp. 123-136
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2017
Experimental validation of dynamic Granger causality for inferring stimulus-evoked sub-100 ms timing differences from fMRI
IEEE Transactions on Neural Systems and Rehabilitation Engineering · vol. 25(6), pp. 539-546
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2017
Effective connectivity of brain regions underlying third party punishment: functional MRI and Granger causality evidence
Social Neuroscience · vol. 12(2), pp. 124-134
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2017
Can Patel's τ accurately estimate directionality of connections in brain networks from fMRI?
Magnetic Resonance in Medicine · vol. 78(5), pp. 2003-2010
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2017
A realistic framework for investigating decision-making in the brain with high spatio-temporal resolution using simultaneous EEG/fMRI and joint ICA
IEEE Journal of Biomedical and Health Informatics · vol. 21(3), pp. 814-825
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2016
Engagement of the left extrastriate body area during body-part metaphor comprehension
Brain and Language · vol. 166, pp. 1-18
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2016
Exploring the neurocircuitry underpinning predictability of threat in soldiers with PTSD compared to deployment exposed controls
The Open Neuroimaging Journal · vol. 10, pp. 111-124
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2016
Characterization of Structural Connectivity of the Default Mode Network in Dogs using Diffusion Tensor Imaging
Nature Scientific Reports · vol. 6, pp. 36851
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2016
Advice taking from humans and machines: an fMRI and effective connectivity study
Frontiers in Human Neuroscience · vol. 10, pp. 542
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2016
Demonstration and validation of a new pressure-based MRI-safe pain tolerance device
Journal of Neuroscience Methods · vol. 271, pp. 160-168
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2016
A neural basis for the acquired capability for suicide
Frontiers in Psychiatry · vol. 7, pp. 125, doi:10.3389/fpsyt.2016.00125
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2016
Altered directional connectivity between emotion network and motor network in Parkinson's disease with depression
Medicine · vol. 95(30), pp. e4222
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2016
Functional connectivity of the left and right hippocampus: Evidence for functional lateralization using meta-analytic approaches and ultra-high field functional neuroimaging
NeuroImage · vol. 135, pp. 64-78
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2016
Functional magnetic resonance imaging of the domestic dog: Research, methodology and conceptual issues
Comparative Cognition & Behavior Reviews · vol. 11, pp. 63-82
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2016
Form 'defines' function: Neural Connectivity between aesthetic perception and product purchase decisions in an fMRI study
Journal of Consumer Behavior · vol. 15(4), pp. 335-347
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2016
Diffusion of responsibility attenuates altruistic punishment: A functional magnetic resonance imaging effective connectivity study
Human Brain Mapping · vol. 37(2), pp. 663-77
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2016
Patterns of effective connectivity between memory encoding and retrieval differ between patients with mild cognitive impairment and healthy older adults
NeuroImage · vol. 124(A), pp. 997-1008
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2016
Enhancement of odor-induced activity in the canine brain using zinc nanoparticles: A functional MRI study in fully unrestrained conscious dogs
Chemical Senses · vol. 41(1), pp. 53-67
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2015
Predicting purchase decisions based on spatio-temporal functional MRI features using machine learning
IEEE Transactions on Cognitive and Developmental Systems, formerly IEEE Transactions on Autonomous Mental Development (special issue on 'Multimodal Modeling and Analysis Informed by Brain Imaging') · vol. 7(3), pp. 248-255
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2015
Multimodal neuroimaging based classification of Autism Spectrum Disorder using anatomical, neurochemical and white matter correlates
Cortex · vol. 66, pp. 46-59
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2015
Influence of early life stress on intra- and extra-amygdaloid causal connectivity
Neuropsychopharmacology · vol. 40(7), pp. 1782-93
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2015
Non-parametric hemodynamic deconvolution of fMRI using homomorphic filtering
IEEE Transactions on Medical Imaging · vol. 34(5), pp. 1155-63
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2015
Fully connected cascade artificial neural network architecture for attention deficit hyperactivity disorder classification from functional magnetic resonance imaging data
IEEE Transactions on Cybernetics (formerly IEEE Transactions on Systems, Man and Cybernetics: Part B) · vol. 45 (12), pp. 2668-2679
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2015
Anterior-posterior dissociation of the default mode network in dogs
Brain Structure and Function · vol. 220(2), pp. 1063-1076
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2015
Effective connectivity during episodic memory retrieval in Schizophrenia participants before and after antipsychotic medication
Human Brain Mapping · vol. 36(4), pp. 1442-57
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2014
Behavioral relevance of the dynamics of the functional brain connectome
Brain Connectivity · vol. 4(9), pp. 741-759
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2014
Threat-related learning relies on distinct dorsal prefrontal cortex network connectivity
NeuroImage · vol. 102, pp. 904-912
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2014
Spatial imagery in haptic shape perception
Neuropsychologia · vol.60, pp. 144-158
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2014
Early life trauma and directional brain connectivity within major depression
Human Brain Mapping · vol. 35(9), pp. 4815-4826
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2014
Brain Networks Shaping Religious Belief
Brain Connectivity · vol. 4(1), pp. 70-79
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2014
Altered causal connectivity of resting state brain networks in amnesic MCI
PLoS ONE · vol. 9(3), pp. e88476
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2014
Functional MRI of the Olfactory System in Conscious Dogs
PLoS ONE · vol. 9(1), pp. e86362
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2014
Converting knowledge into value: Gaining insights from service dominant logic and neuroeconomics
International Journal of Physical Distribution and Logistics Management · vol. 44(8/9),pp. 655-670
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2013
Identification of neural connectivity signatures of autism using machine learning
Frontiers in Human Neuroscience · vol.7, pp. 670
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2013
Neural changes with tactile learning reflect decision level reweighting of perceptual readout
Journal of Neuroscience · vol. 33(12), pp. 5387-98
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2013
Phase synchronization in brain networks derived from correlation between probabilities of recurrences in functional MRI data
International Journal of Neural Systems · vol. 23(2), pp. 1350003-14
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2012
A rigorous approach for testing the constructionist hypotheses of brain function
Behavioral and Brain Sciences · vol. 35(3), pp. 148
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2012
Investigating Effective Brain Connectivity from fMRI Data: Past Findings and Current Issues with Reference to Granger Causality Analysis
Brain Connectivity · vol. 2(5), pp.235
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2011
Fronto-Parietal Regulation of Media Violence Exposure in Adolescents: A Multi-Method Study
Social Cognitive and Affective Neuroscience · vol. 6(5), pp. 537-547
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2011
Dual pathways for haptic and visual perception of spatial and texture information
NeuroImage · vol. 57(2), pp. 462-475
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2011
Fluid intelligence allows flexible recruitment of the parieto-frontal network in analogical reasoning
Frontiers in Human Neuroscience · vol. 5, pp. 22
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2011
Effective connectivity of the multiplication network: A functional MRI and multivariate Granger causality mapping study
Human Brain Mapping · vol. 32(9), pp. 1419-1431
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2011
Art for reward’s sake: Visual art recruits the ventral striatum
NeuroImage · vol. 55(1), pp. 420-433
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2011
Activation and effective connectivity changes following explicit memory training for face-name pairs in patients with mild cognitive impairment: A pilot study
Neurorehabilitation and Neural Repair · vol. 25(3), pp. 210-222
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2011
Instantaneous and causal connectivity in resting state brain networks derived from functional MRI data
NeuroImage · vol. 54(2), pp. 1043-52
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2010
Object familiarity modulates effective connectivity during haptic shape perception
NeuroImage · vol. 49(3), pp. 1991-2000
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2010
Recursive cluster elimination based support vector machine for disease state prediction using resting state functional and effective brain connectivity
PLoS One · vol. 5(12), pp. e14277
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2010
Effect of hemodynamic variability on Granger causality analysis of fMRI
NeuroImage · vol. 52(3), pp. 884-96
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2010
Assessing and compensating for zero-lag correlation in time-lagged Granger causality analysis of fMRI
IEEE Transactions on Biomedical Engineering · vol. 57, pp. 1446-1556
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2010
Altered Local Coherence in the Default Mode Network due to Sevoflurane Anesthesia
Brain Research · vol. 1318, pp. 110-121
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2009
Multivariate Granger causality analysis of brain networks
Human Brain Mapping · vol. 30(4), pp. 1361-1373
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2008
Neural processing underlying tactile microspatial discrimination in the blind: A functional magnetic resonance imaging study
Journal of Vision · vol. 8(10), pp. 13.1-19
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2008
Effective Connectivity during Haptic Perception: A study using Granger causality analysis of functional magnetic resonance imaging data
NeuroImage · vol. 40(4), pp. 1807-14
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2007
Posteromedial parietal cortical activity and inputs predict tactile spatial acuity
Journal of Neuroscience · vol. 27(41), pp. 11091-11102
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2006
Connectivity analysis of human functional MRI data: from linear to nonlinear and static to dynamic
Lecture Notes in Computer Science · vol. 4091, pp. 17-24
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2006
Tissue specificity of nonlinear dynamics in baseline fMRI
Magnetic Resonance in Medicine · vol. 55(3), pp. 626-632
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2002
A high performance scheme for EEG compression using a multichannel model
Lecture Notes in Computer Science · vol. 2552, pp. 443-451
Books & book chapters 2 entries
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2013
Functional Magnetic Resonance Imaging
in “Neural Engineering”, Editor: Bin He, Springer-Verlag: New York
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2013
Deciphering Neural Connectivity from fMRI Data with Granger Causality Analysis
in “Progress in Cognitive Science: From Cellular Mechanisms to Computational Theories”, Editor: Zhong-Lin Lu, Peking University Press
Conference proceedings 100 entries
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2025
Formation of new attachment bonds in working dogs
. Proceedings of the International Conference on Comparative Cognition · vol. 32, pp. 39
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2025
A 7T Longitudinal Study Investigating the Effect of Sleep on Processing of Naturalistic Stimuli
Proceedings of the 2025 Annual Meeting of the Organization for Human Brain Mapping · vol. 31, pp. 3333
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2025
Face Decoding from 7T fMRI Using Diffusion Generative Model Improves with Hemodynamic Deconvolution
Proceedings of the 2025 Annual Meeting of the Organization for Human Brain Mapping · vol. 31, pp. 2110
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2025
Autism Spectrum Disorder Detection Using Resting-State fMRI Imaging with Convolutional Neural Networks
Proceedings of the 2025 Annual Meeting of the American Academy of Neurology, appearing in Neurology · vol. 104 (7_Supplement_1), pp. 3176
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2025
Face Decoding and Reconstruction from 7T Laminar fMRI Data using A Diffusion Generative Model
Proceedings of the 2025 Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 34, pp. 928
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2025
Neural Connectivity Underlying Somatic Awareness in Patients with Heart Failure
Proceedings of the Annual Meeting of the American Heart Association, appearing in Circulation · vol. 152(S3), pp. A4372178-A4372178
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2023
Neural perspective on observational drawing: A longitudinal resting state functional connectivity study using 7T MRI
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) · vol. 31, pp. 2673
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2023
Laminar effective connectivity of the default mode network assessed using 7T fMRI
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) · vol. 31, pp. 3302
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2022
Layer-specific functional changes associated with compensation for central vision loss due to macular degeneration
Proceedings of the Vision Sciences Society Annual Meeting, St. Pete Beach, FL
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2022
Human-robot attachment: A working framework based on human–dog relationships
Proceedings of the 11th Annual Meeting of the BICA Society, Guadalajara, Mexico
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2022
Human-dog relationships as a working framework for exploring human-robot attachment: an ethorobotic pyschoneurobiological research approach
Proceedings of the Annual Meeting of the International Society of Research on Emotion, Los Angeles, CA
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2022
Development of attachment bonds in dogs
Proceedings of the 29th International Conference of Comparative Cognition, Virtual
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2022
Energy level predicts training time for awake and unrestrained MRI in dogs
Proceedings of the 29th International Conference of Comparative Cognition, Virtual
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2021
Predicting Autism Spectrum Disorder from Brain Imaging Data by Graph Convolutional Network
Proceedings of the 2021 International Joint Conference on Neural Networks · pp. 1-8
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2021
Functional connectivity based prediction of Autism on site harmonized ABIDE dataset
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 29, pp. 2593
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2021
VAE deep learning model with domain adaptation and harmonization for diagnostic classification from multi-site neuroimaging data
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 29, pp. 196
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2021
Intrauterine Exposure to Vitamin B12 and Folate Imbalance and Brain Structure in Young Adults of the Pune Maternal Nutrition Study (PMNS) Birth Cohort
Proceedings of the 2021 Annual Nutrition Science Meeting published in Current Developments in Nutrition, Vol. 5(Supplement 2) · pp. 894
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2020
A robust transfer learning method to improve early diagnosis of autism spectrum disorder classification
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 28, pp. 1872
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2019
Dynamics of segregation and integration in directional brain networks: Illustration in Soldiers with PTSD and neurotrauma
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping, OHBM 2019, Rome, Vol. 27 · pp. M774
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2018
Decoding item-specific information in visual short-term memory from the hippocampal DG/CA3 subfield using high-resolution fMRI
Proceedings of the Annual Meeting of the Vision Sciences Society, Journal of Vision · vol. 18, pp. 370
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2018
Resting-state fMRI functional connectivity is confounded by the hemodynamic response function (HRF)
Proceedings of Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 26, pp. 2321
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2018
Approximation of 1H MRS glutamate from fMRI hemodynamic response function
Proceedings of Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 26, pp. 2417
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2018
Characterization of Hemodynamic Alterations in Schizophrenia and Bipolar Disorder and Their Effect on Resting-State Functional Connectivity
Proceedings of the Sixth Biennial Schizophrenia International Research Society Conference, Schizophrenia Bulletin · vol. 44(S1), pp. S170
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2018
Characterizing the Role of Zinc Metal Nanoparticles in the Initial Events of Olfaction
Proceedings of the Annual Meeting of the Association for Chemoreception Sciences, Chemical Senses · vol. 43(4), pp. E33-E34
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2018
Resting-state functional connectivity is confounded by the hemodynamic response function
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping · vol. 26, pp. 2376
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2018
FMRI hemodynamic response function is sensitive to brain pathology and interventional treatment
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping · vol. 26, pp. 1752
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2018
1H MRS glutamate can be approximated from fMRI hemodynamic response function
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping · vol. 26, pp. 1751
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2018
MALINI (Machine Learning in NeuroImaging): A MATLAB-based toolbox for diagnostic classification
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping · vol. 26, pp. 2494
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2018
Characterization of Hemodynamic Alterations in Schizophrenia and Bipolar Disorder and Their Effect on Resting-State Functional Connectivity
To appear in the proceedings of the Sixth Biennial Schizophrenia International Research Society Conference, SIRS 2018, Florence, Italy, April
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2017
Brain Network of Emotion Regulation in Soldiers with Trauma
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping · vol. 25, pp. 1389
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2017
Effective Connectivity Network of Emotion Regulation in Soldiers with Trauma
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 25, pp. 510
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2017
Investigating Brain Connectomic Alterations in PTSD and PCS using the Reproducibility of Independent Components obtained from Resting-State Functional MRI Data
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 25, pp. 511
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2017
Distortions in Dynamic Functional Connectivity in Autism Spectrum Disorders
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 25, pp. 2250
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2017
Hemodynamic response function characteristics in pre- and post-treatment obsessive-compulsive disorder
Proceedings of the Annual Meeting of the American College of Neuropsychopharmacology · vol. 43, pp. S172
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2016
Assessing the Reliability of Estimated Correlation during the Evaluation of Dynamic Functional Connectivity
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1657
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2016
Identifying Foci of Brain Disorders from Effective Connectivity Networks
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 3740
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2016
Resting State Functional Connectivity is Sensitive to Layer-specific Connectional Architecture in Cortical Columns
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 636
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2016
Brain Network Segregation and Integration is altered in Soldiers with Post-traumatic Stress Disorder and Mild Traumatic Brain Injury
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1733
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2016
Perils of Using Cross-validation for Performance Estimation in Neuroimaging-based Diagnostic Classification
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 225
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2016
Hemodynamic Alterations in Post-traumatic Stress Disorder and Mild Traumatic Brain Injury
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 222
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2016
Investigating the correspondence of clinical diagnostic grouping with underlying neurobiological and phenotypic clusters using unsupervised learning: An application to the Alzheimer’s spectrum
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 4034
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2016
Identifying Brain Connectomic Alterations Specific to Mild Cognitive Impairment and Depression Co-morbid with Parkinson’s Disease
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1224
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2016
Zinc Nanoparticles Enhance Brain Connectivity in the Canine Olfactory Network: Evidence from an fMRI Study in Fully Unrestrained Conscious Dogs
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1690
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2016
Enhancing Creativity and Insight using fMRI Neurofeedback
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1739
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2016
Training Induced Olfactory Network Changes in Master Sommeliers: Connectivity Analysis Using Granger Causality and Graph-theoretical Approach
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore · vol. 24, pp. 1688
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2016
Increased Intra-Individual Neural Variability in Autism
Archives of Clinical Neuropsychology · vol. 31(6), pp.619
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2015
Predicting Dogs’ Training Ease and Behavior using their Neural Responses to Discriminative Odors
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 3904
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2015
Characterization of Hemodynamic Alterations in Autism using Resting State fMRI
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 435
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2015
Do fMRI Resting State Networks have True High Frequency Electrical Correlates of Neural Dynamics?
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 3944
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2015
Investigating Brain Connectomic Alterations in Autism using Reproducibility of Independent Components derived from Resting State fMRI
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 1294
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2015
Characterization of Structural Connectivity of the Default Mode Network in Dogs using Diffusion Tensor Imaging
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 3007
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2015
Static and Dynamic Functional Connectivity Impairments in Concussed Soldiers with and without PTSD
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 4402
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2015
Global Brain Network Alterations in Post-Traumatic Stress Disorder and Post-Concussion Syndrome
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 1357
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2015
Investigating the Role of Brain Stem in Alzheimer’s Disease using Directional Brain Networks derived from Resting State fMRI
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 4311
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2015
Deterioration from Healthy to Mild Cognitive Impairment and Alzheimer’s disease Mirrored in Corresponding Loss of Centrality in Directed Brain Networks
Proceedings of the Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 23, pp. 4316
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2015
Clustering of Dynamic Functional Connectivity Features Obtained from Functional Magnetic Resonance Imaging Data
Proceedings of the IEEE International Conference on Advances in Computing Communications and Informatics · pp.308-12, Kochi, India, Aug
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2015
Structural and functional connectivity associated with the neuroendocrine response to acute psychosocial stress
Proceedings of the Annual Meeting of the Society for Neuroscience, SFN 2015 · pp.W19, Chicago, IL, USA, October
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2015
Static and Dynamic Functional Connectivity Impairments in Soldiers with PTSD and mTBI
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015 · vol.23, pp.1016, Hawaii, USA, June
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2015
Predicting Dogs’ Training Ease and Behavior using their fMRI based Neural Responses
Proceedings of the Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015 · vol.23, pp.1710, Hawaii, USA, June
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2014
Disrupted intra- and extra- amygdaloid effective connectivity in presence of early life stress
Proceedings of the 22nd Annual Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy · vol. 22, pp. 170
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2014
Effective connectivity analysis of visual-motor network in patients with schizophrenia
Proceedings of the 22nd Annual Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy · vol. 22, pp. 3464
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2014
Dynamics of functional and effective brain connectivity better predicts disease state compared to traditional static connectivity
Proceedings of the 22nd Annual Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy · vol. 22, pp. 4155
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2014
Behavioral relevance of the temporal dynamics of the functional brain connectome
Proceedings of the 22nd Annual Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy · vol. 22, pp. 4179
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2014
Investigating the neural basis of the default mode network using blind hemodynamic deconvolution of resting state fMRI data
accepted for presentation at the 22nd Annual Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy · vol. 22, pp. 439
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2013
Identification of Neural Connectivity Signatures of Autism using Machine Learning
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 520
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2013
Fully connected cascade deep architecture neural networks outperform support vector machines for disease state classification using fMRI data
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3256
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2013
A Meta-analytic framework for investigating differential bio-markers of functional and structural connectivity: Application to sex differences underlying suicide and depression
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3578
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2013
A Framework for Causal Connectivity Analysis of fMRI in Patient Populations: An application to Major Depression and Early Life stress
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3558
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2013
A Comparison of Parametric and Non-Parametric Blind Hemodynamic Deconvolution Methods for fMRI
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3261
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2013
Temporally quasi-stable spatial configurations in fMRI reveal scale-free dynamics similar to that of EEG microstates
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3247
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2013
Investigation of the neural basis of the Default Mode Network using parallel Independent Component Analysis of simultaneous EEG/fMRI data
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 37
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2013
Finite Number of Brain Network Configurations Revealed from Time-varying Connectivity Assessment of Resting State fMRI
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 36
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2013
Experimental validation of dynamic Granger causality for inferring sub-100ms neuronal timing differences from fMRI without the confounding effect of hemodynamic variability
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3283
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2013
A framework for investigating decision-making in the brain with high spatio-temporal resolution using simultaneous EEG/fMRI and joint ICA
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3225
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2013
Unconstrained cross-network directional interactions in schizophrenia
Proceedings of the 21st Annual Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, USA · vol. 21, pp. 3301
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2012
Altered cerebral effective connectivity in theory-of-mind in autism spectrum disorders
Proceedings of the 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 20, pp. 3671
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2012
Correction of hemodynamic latency based on breath holding improves Granger causality obtained from fMRI data
Proceedings of the 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 20, pp. 2099
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2012
Functional MRI of the Olfactory System in Awake and Anesthetized Dogs
Proceedings of the 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 20, pp. 2899
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2012
Anterior-Posterior Dissociation of the Default Mode Network in Dogs
Proceedings of the 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 20, pp. 2188
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2012
Time-frequency dynamics of resting state effective connectivity in the default mode network
Proceedings of the 20th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 20, pp. 2823
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2011
Fatigue-induced Changes in Brain Nonlinearity Inferred by Nonparametric and Differential Equation Models of fMRI
Proceedings of 2011 IEEE International Conference on Industrial Technology, Auburn, USA · pp. 336-341
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2011
Simultaneous Investigation of Local and Distributed Functional Brain Connectivity from fMRI Data
Proceedings of 5th IEEE/EMBS International Conference on Neural Engineering, Cancun, Mexico · pp. 57-63
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2011
Prediction of Age Using Resting-State Functional and Effective Connectivity
Proceedings of the 19th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 19, pp. 435
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2011
Stimulus entrained dynamic effective connectivity analysis of fMRI
Proceedings of the 19th Annual Meeting of the International Society for Magnetic Resonance in Medicine · vol. 19, pp. 3555
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2010
Instantaneous and Causal Connectivity in Resting State Brain Networks Derived from fMRI Data
Proceedings of the 18th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Stockholm · vol. 17, pp. 5395
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2010
Functional MRI Constrained EEG Sources Localization for Brain State Classification
Proceedings of the 18th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Stockholm · vol. 17, pp. 5518
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2009
Effective Connectivity of Resting State Networks in Patients Prenatally Exposed to Cocaine Shows Higher Emotional Arousal
Proceedings of 17th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu · vol. 17, pp. 3379
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2009
Predicting Treatment in Patients with Major Depression Using Granger-Based Connectivity and Support Vector Machines
Proceedings of 17th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu · vol. 17, pp. 3362
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2008
Effect of hemodynamic spatial variability on Granger-based long term causality
Proceedings of 16th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 16, pp. 3596
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2008
Network reduction for interpreting large scale brain networks
Proceedings of 16th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Toronto · vol. 16, pp. 3597
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2007
Integrated local correlation: a new measure of local coherence in fMRI data
Proceedings of 15th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Berlin, Germany · vol. 15, pp. 3480
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2007
Multivariate Granger causality analysis of brain networks
Proceedings of 15th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Berlin, Germany · vol. 15, pp. 3184
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2006
Directed transfer function of fMRI to investigate network dynamics
Proceedings of 28th Annual International Conference of IEEE EMBS New York · pp.671-674
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2006
Tissue specificity of nonlinear dynamics in baseline fMRI
Proceedings of the 14th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Seattle · vol.14, pp. 533
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2006
Local coherence as a measure of localized co-ordination in the brain: an application to anesthesia
Proceedings of the 14th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Seattle · vol.14, pp. 1100
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2005
Spatial embedding of fMRI for investigating local coupling in human brain
Proceedings of SPIE International Symposium on Medical Imaging, San Diego · vol. 5746, pp. 119-125
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2005
Evaluation of nonlinear functional connectivity using phase-space embedding
Proceedings of the 13th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Miami · vol.13, pp. 1598
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2004
Detecting nonlinear dynamics of functional connectivity
Proceedings of SPIE International Symposium on Medical Imaging, San Diego · vol. 5369, pp. 227-237
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2002
Compression of EEG signals using novel wavelet-based techniques with applications to telemedicine
Proceedings of 8th National Conference on Communications, Mumbai, India · pp.190-194
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2001
A novel computer-based technique using Poincare plots for processing cardiovascular and cerebral signals for detection of abnormality
Proceedings of the Tenth Annual Symposium of IEEE on Multimedia Communications and Signal Processing, Bangalore, India · pp. 74-78