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Author Details

Boon Thye Thomas Yeo
Yong Loo Lin School of Medicine, National University of Singapore
2007
101
48
PMIDPaper TitleJournal TitlePublished Year
36307328Leveraging Machine Learning for Gaining Neurobiological and Nosological Insights in Psychiatric Research.Biol Psychiatry2023
37609246Within-Individual Organization of the Human Cerebral Cortex: Networks, Global Topography, and Function.bioRxiv2023
37643932A critical period plasticity framework for the sensorimotor-association axis of cortical neurodevelopment.Trends Neurosci2023
37765988Nocturnal Blood Pressure Estimation from Sleep Plethysmography Using Machine Learning.Sensors (Basel)2023
36577634One Size Does Not Fit All: Methodological Considerations for Brain-Based Predictive Modeling in Psychiatry.Biol Psychiatry2023
35296861Reproducible brain-wide association studies require thousands of individuals.Nature2022
35578132Meta-matching as a simple framework to translate phenotypic predictive models from big to small data.Nat Neurosci2022
35468875Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study.Nat Commun2022
35534454Genetic and phylogenetic uncoupling of structure and function in human transmodal cortex.Nat Commun2022
35987490Goal-specific brain MRI harmonization.Neuroimage2022
35985618Cross-cohort replicability and generalizability of connectivity-based psychometric prediction patterns.Neuroimage2022
36116616Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI.Neuroimage2022
35101596Dynamic primitives of brain network interaction.Neuroimage2022
33446815Deep learning identifies partially overlapping subnetworks in the human social brain.Commun Biol2021
33850128Differences in subcortico-cortical interactions identified from connectome and microcircuit models in autism.Nat Commun2021
33622790Heritability of individualized cortical network topography.Proc Natl Acad Sci U S A2021
34737302Sensory-motor cortices shape functional connectivity dynamics in the human brain.Nat Commun2021
34469853Interpreting null models of resting-state functional MRI dynamics: not throwing the model out with the hypothesis.Neuroimage2021
34624503Identification of community structure-based brain states and transitions using functional MRI.Neuroimage2021
34506912Behavioral, Anatomical and Heritable Convergence of Affect and Cognition in Superior Frontal Cortex.Neuroimage2021
34021156Publisher Correction: The default network of the human brain is associated with perceived social isolation.Nat Commun2021
33942058Individual-Specific Areal-Level Parcellations Improve Functional Connectivity Prediction of Behavior.Cereb Cortex2021
34033913Inter-subject and inter-parcellation variability of resting-state whole-brain dynamical modeling.Neuroimage2021
34113973Corrigendum to: Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality and Emotion.Cereb Cortex2021
33427596The detailed organization of the human cerebellum estimated by intrinsic functional connectivity within the individual.J Neurophysiol2021
33422711High-resolution connectomic fingerprints: Mapping neural identity and behavior.Neuroimage2021
31610298Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.Neuroimage2020
32058004Multi-subject Stochastic Blockmodels for adaptive analysis of individual differences in human brain network cluster structure.Neuroimage2020
31773817Maximizing dissimilarity in resting state detects heterogeneous subtypes in healthy population associated with high substance use and problems in antisocial personality.Hum Brain Mapp2020
32069275Time of day is associated with paradoxical reductions in global signal fluctuation and functional connectivity.PLoS Biol2020
33319780The default network of the human brain is associated with perceived social isolation.Nat Commun2020
32763427Predicting Alzheimer's disease progression using deep recurrent neural networks.Neuroimage2020
32675078Latent atrophy factors related to phenotypical variants of posterior cortical atrophy.Neurology2020
32758445Precision Neuroimaging Opens a New Chapter of Neuroplasticity Experimentation.Neuron2020
32843633Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets.Nat Commun2020
32273564The interrelation of sleep and mental and physical health is anchored in grey-matter neuroanatomy and under genetic control.Commun Biol2020
30974241Global signal regression strengthens association between resting-state functional connectivity and behavior.Neuroimage2019
31747608Intrinsic Functional Connectivity of the Brain in Adults with a Single Cerebral Hemisphere.Cell Rep2019
31707621Towards a Universal Taxonomy of Macro-scale Functional Human Brain Networks.Brain Topogr2019
29878084Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion.Cereb Cortex2019
31582792Topography and behavioral relevance of the global signal in the human brain.Sci Rep2019
31229658Beyond consensus: Embracing heterogeneity in curated neuroimaging meta-analysis.Neuroimage2019
31127095Resting brain dynamics at different timescales capture distinct aspects of human behavior.Nat Commun2019
30711467Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior.Neuroimage2019
28981612Local-Global Parcellation of the Human Cerebral Cortex from Intrinsic Functional Connectivity MRI.Cereb Cortex2018
30631825A mechanistic model of connector hubs, modularity and cognition.Nat Hum Behav2018
30420501Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants.Proc Natl Acad Sci U S A2018
30305712Imaging-based parcellations of the human brain.Nat Rev Neurosci2018
28219775Topographic organization of the cerebral cortex and brain cartography.Neuroimage2018
29770530Accurate nonlinear mapping between MNI volumetric and FreeSurfer surface coordinate systems.Hum Brain Mapp2018
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Collaborators

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Massachusetts Institute of Technology
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Institute of Neuroscience and Medicine Research, Julich Research Center
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Massachusetts Institute of Technology
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Peking University
Co-authored papers 7
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Big Data Science Institute, University of Oxford
Co-authored papers 4
Boston Children's Hospital, Harvard Medical School
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University of California san francisco
Co-authored papers 3
University of California.
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University of Cambridge.
Co-authored papers 2
Brigham and Women's Hospital, Massachusetts General Hospital
Co-authored papers 2
Institute of Neuroscience and Medicine, Research Center Julich
Co-authored papers 2
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 2
Center National de la Recherche Scientifique (CNRS) and Universite de Paris
Co-authored papers 2
University of Minnesota Medical School
Co-authored papers 2
Nathan S Kline Institute for Psychiatric Research, USA Child Mind Institute
Co-authored papers 2
Queen's University
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Co-authored papers 2
Brigham and Women's Hospital, Massachusetts General Hospital, Harvard Medical School
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University of Pennsylvania
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Massachusetts General Hospital
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Boston University, Harvard Medical School, Kent Ridge Digital Laboratories, Massachusetts Institute of Technology, National University of Singapore
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