Additive effects of cerebrovascular disease functional connectome phenotype and plasma p-tau181 on longitudinal neurodegeneration and cognitive outcomes. Chong JSX, Ji F, Hilal S, Chong JR, Lau JM, Tong NRJ, Tan BY, Venketasubramanian N, Lai MKP, Chen CLH, Zhou JH, Alzheimer's & Dementia, 1-19, 2024. DOI: 10.1002/alz.14328
Alzheimer's Disease Neuroimaging Initiative, Australian Imaging Biomarkers and Lifestyle Study of Aging. DeepResBat: deep residual batch harmonization accounting for covariate distribution differences. An L, Zhang C, Wulan N, Zhang S, Chen P, Ji F, Ng KK, Chen C, Zhou JH, Yeo BTT , bioRxiv, 2024-01. DOI:10.1101/2024.01.18.574145
Differential spatial working memory-related functional network reconfiguration in young and older adults. Yue WL, Ng KK, Liu S, Qian X, Chong JSX, Koh AJ, Ong MQW, Ting SKS, Ng ASL, Kandiah N, Yeo BTT, Zhou JH. Network Neuroscience, 1-56, 2024. DOI:10.1162/netn_a_00358
Heart-brain mapping: Cardiac atrial function is associated with distinct cerebral regions with high free water in older adults, Ji F, Wei JLK, Leng S, Zhong L, Tan RS, Gao F, Ng KK, Leong RLF, Pasternak O, Chee MW, Koh WP, Zhou JH^, Koh AS^. Journal of Cerebral Blood Flow & Metabolism, 2024 (^Joint senior authors) DOI:10.1177/0271678X241229581
Higher handgrip strength is linked to higher salience ventral attention functional network segregation in older adults, Chong JSX, Chua KY, Ng KK, Chong SW, Leong RL, Chee MW, Koh WP, Zhou JH. Communications Biology, 7(1), 214, 2024. DOI:10.1038/s42003-024-05862-x
Macroscale intrinsic dynamics are associated with microcircuit function in focal and generalized epilepsies. Yang S, Zhou Y, Peng C, Meng Y, Chen H, Zhang S, Kong X, Kong R, Yeo BTT, Liao W, Zhang Z. Communications Biology, 7(1), 145, 2024. DOI:10.1038/s42003-024-05819-0
MRI economics: Balancing sample size and scan duration in brain wide association studies. Ooi LQR, Orban C, Nichols T, Zhang S, Tan TWK, Kong R, Marrek S, Dosenbach NUF, Laumann TO, Gordon EM, Zhou JH, Bzdok D, Eickhoff SB, Holmes AJ, Yeo BTT. , bioRxiv, 2024-02.DOI:10.1101/2024.02.16.580448
Neonatal Nucleus Accumbens Microstructure Modulates Individual Susceptibility to Preconception Maternal Stress in Relation to Externalizing Behaviors. Chan SY, Low XZ, Ngoh ZM, Ong ZY, Kee MZ, Huang P, Kumar S, Rifkin-Graboi A, Chong YS, Chen H, Tan KH, Chan JKY, Fortier MV, Gluckman PD Zhou JH, Meaney MJ, Tan AP. , American Academy of Child & Adolescent Psychiatry. DOI:10.1016/j.jaac.2023.12.011
Normative modeling of brain morphometry in clinical high risk for psychosis. Allen P, Baldwin H, Bartholomeusz CF, Chee MW, Chen X, Cooper RE, ... , Zhou JH, ... , ENIGMA Clinical High Risk for Psychosis Working Group. , JAMA psychiatry, 81(1), 77-88, 2024. DOI:10.1001/jamapsychiatry.2023.3850
Plasma Neurofilament Light Relates to Divergent Default and Salience Network Connectivity in Alzheimer's Disease and Behavioral Variant Frontotemporal Dementia. Chong JSX, Tan YJ, Koh AJ, Ting SKS, Kandiah N, Ng ASL, Zhou JH. J Alzheimers Dis, 2024. DOI: 10.3233/JAD-231251
Screen time, brain network development and socio-emotional competence in childhood: moderation of associations by parent–child reading. Huang P, Chan SY, Ngoh ZM, Ong ZY, Low XZ, Law EC, Gluckman PD, Kee MZL, Fortier MV, Chong YS, Zhou JH, Meaney MJ, Tan AP. Psychological Medicine, 1-12, 2024. DOI: 10.1017/S0033291724000084
The influence of early-life adversity on the coupling of structural and functional brain connectivity across childhood. Chan SY, Ngoh ZM, Ong ZY, Teh AL, Kee MZ, Zhou JH, Fortier MV, Yap F, Maclsaac JL, Kobor MS, Silveira PP, Meaney MJ, Tan AP. Nature Mental Health, 1-11, 2024.DOI: 10.1038/s44220-023-00162-5
Using brain structural neuroimaging measures to predict psychosis onset for individuals at clinical high-risk, Zhu Y, Maikusa N, Radua J, Sämann PG, Fusar-Poli P, Agartz I, ... , Zhou JH, ... , Koike S. Molecular Psychiatry, 7(1), 1-13, 2024. DOI: 10.1038/s41380-024-02426-7
Adherence to 24h movement recommendations and health indicators in the ABCD study: Cross-sectional and longitudinal associations with cognition, psychosocial health, BMI and brain structure. Fung H, Yeo BTT, Chen C, Lo JC, Chee MWL, Ong JL. Journal of Adolescent Health, 72(3): 460-470, 2023. DOI: 10.1016/j.jadohealth.2022.10.019
Associations of blood cardiovascular biomarkers with brain free water and its relationship to cognitive decline: A diffusion-MRI study. Ji F, Chai YL, Liu S, Kan CN, Ong M, Richards AM, Tan BY, Venketasubramanian N, Pasternak, O, Chen CLH, Lai MKP*, Zhou JH*. Neurology. DOI:10.1212/WNL.0000000000207401
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. Dong Z, Wu Y, Xiao Y, Chong JSX, Jin Y, Zhou JH, The International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, 2023. Link
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity. Chen Z*, Qing J*, Zhou JH, Conference on Neural Information Processing Systems (NeurIPS) New Orleans, US, 2023. (*Join First). DOI:10.48550/arXiv.2307.00858
Comparison Between Gradients and Parcellations for Functional Connectivity Prediction of Behavior.Kong R, Tan YR, Wulan N, Ooi LQR, Farahibozorg S-R, Harrison S, Bijsterbosch JD, Bernhardt BC, Eickhoff SB, Yeo BTT. Neuroimage, 2023,in press.DOI:10.1016/j.neuroimage.2023.120044
Design and 3D printing of novel titanium spine rods with lower flexural modulus and stiffness profile with optimised imaging compatibility. Kumar, N., Alathur Ramakrishnan, S., Lopez, K. G., Wang, N., Madhu, S., Vellayappan, B. A., Tpd Hallinan, J., Fuh, J. Y. H., & Kumar, A. S. (2023). European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 32(6), 1953–1965. DOI:10.1007/s00586-023-07674-9
Grey matter morphometric biomarkers for classifying early schizophrenia and PD psychosis: a multicentre study. Knolle F, Arumugham SS, Barker RA, Chee MW, Justicia A, Kamble N, Lee J, Liu S, Lenka A, Lewis SJ, Murray GK, Pal PK, Saini J, Szeto J, Yadav R, Zhou JH, Koch K. NPJ Parkinson’s Disease, 2023. DOI: 10.1101/2022.05.06.22274674
Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity. Yan X, Kong R, Xue A, Yang Q, Orban C, An L, Holmes AJ, Qian X, Chen J, Zuo XN, Zhou JH, Fortier MV, Tan AP, Gluckman P, Chong YS, Meaney MJ, Bzdok D, Eickhoff SB, Yeo BTT. NeuroImage, 2023. DOI: 10.1016/j.neuroimage.2023.120010
Leveraging machine learning for gaining neurobiological and nosological insights in psychiatric research.Chen J, Patil KR, Yeo BTT, Eickhoff SB. Biological Psychiatry, 93(1): 18-28, 2023. DOI: 10.1016/j.biopsych.2022.07.025
Longitudinal associations between β-amyloid and cortical thickness in mild cognitive impairment. Mak E, Zhang L, Tan CH, Reilhac A, Shim HY, Wen MOQ, Wong ZX, Chong EJY, Xu X, Stephenson M, Venketasubramanian N, Zhou JH, OBrien JT, Chen CL. Brain Communications. DOI:10.1093/braincomms/fcad192
Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks Kröll JP, Friedrich P, Li X, Patil KR, Mochalski L, Waite L, Qian X, Chee MW, Zhou JH, Eickhoff S, Weis S, NeuroImage, 2023. DOI: 10.1016/j.neuroimage.2023.120083
Novel 3D printable PEEK-HA-Mg2SiO4 composite material for spine implants: biocompatibility and imaging compatibility assessments. Kumar, N., Alathur Ramakrishnan, S., Lopez, K. G., Wang, N., Vellayappan, B. A., Hallinan, J. T. P. D., Fuh, J. Y. H., & Kumar, A. S. (2023). European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 32(7), 2255–2265. https://doi.org/10.1007/s00586-023-07734-0
One Size Does Not Fit All: Methodological Considerations for Brain-Based Predictive Modeling in Psychiatry.Dhamala E, Yeo BTT, Holmes AJ. Biological Psychiatry, 93(8): 717-728, 2023. DOI: 10.1016/j.biopsych.2022.09.024
Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study. Chen J, Ooi LQ, Tan TW, Zhang S, Li J, Asplund CL, Eickhoff SB, Bzdok D, Holmes AJ, Yeo BT. NeuroImage, 274:120115, 2023 Jul 1. DOI: 10.1016/j.neuroimage.2023.120115
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. Chen Z, Qing J, Xiang T, Yue WL, Zhou JH, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023. DOI:10.48550/arXiv.2211.06956
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network.Deco G, Perl YS, de la Fuente L, Sitt JD, Yeo BTT, Tagliazucchhi E, Kringelbach M. Network Neuroscience, 2023,in press. DOI: 10.1162/netn_a_00300
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations.Perl YS, Zamora-Lopez G, Montbrió E, Monge-Asensio M, Vohryzek J, Fittipaldi S, Campo CG, Monguilner S, Ibañez A, Tagliazucchhi E, Yeo BTT, Kringelbach M, Deco G. Network Neuroscience, in press. DOI: 10.1162/netn_a_00299
Variations in Cortical Functional Gradients Relate to Dimensions of Psychopathology in Preschool Children. Nguyen TT, Qian X, Ng EK, Ong MQ, Ngoh ZM, Yeo SS, Lau JM, Tan AP, Broekman BF, Law EC, Gluckman PD, Chong Y, Cortese S, Meaney MJ, Zhou JH. Journal of the American Academy of Child & Adolescent Psychiatry. DOI: 10.1016/j.jaac.2023.05.029
A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure. Nicolaisen-Sobesky E, Mihalik A, Kharabian-Masouleh S, Ferreira FS, Hoffstaedter F, Schwender H, Maleki Balajoo S, Valk SL, Eickhoff SB, Yeo BTT, Mourao-Miranda J, Genon G. Communications biology. 5, 1297,2022. DOI: 10.1038/s42003-022-04244-5
A parsimonious description of global functional brain organization in three spatiotemporal patterns. Bolt T, Nomi JS, Bzdok D, Chang C, Yeo BTT, Uddin LQ, KeilholzSD. Nature Neuroscience, 25, 1093-1103,2022. DOI: 10.1038/s41593-022-01118-1
Brain charts for the human lifespan. Bethlehem RAI, Seidlitz J, ... Yeo BTT, ..., Zhou JH,…, Bullmore ED, Alexander-Bloch AF. Nature, 2022. DOI: 10.1038/s41586-022-04554-y
Brain white matter extracellular free-water increases are related to reduced neurocognitive function in systemic lupus erythematosus. Qian X, Ji F, Ng KK, Koh AK, Loo BRY, Townsend MC, Pasternak O, Tay SH, Zhou JH^, Mak A^. Rheumatology, 2022. (^ Joint senior authors) DOI:10.1093/rheumatology/keab511
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. Ooi LQR, Chen J, Zhang S, Tam A, Li J, Dhamala E, Zhou JH, Holmes AJ, Yeo BTT. Neuroimage, 263, 119636, 2022. DOI:10.1016/j.neuroimage.2022.119636
Control Theory Illustrates the Energy Efficiency in the Dynamic Reconfiguration of Functional Connectivity. Deng S, Li J, Yeo BTT, Gu S. Communications Biology, 5, 295, 2022. DOI:10.1038/s42003-022-03196-0
Cross-cohort replicability and generalizability of connectivity-based psychometric prediction patterns. Wu J, Li J, Eickhoff SB, Hoffstaedter F, Hanke M, Yeo BTT, Genon S. Neuroimage, 262, 119569, 2022. DOI:10.1016/j.neuroimage.2022.119569
Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity. Li J, Bzdok D, Chen J, Tam A, Ooi LQR, Holmes AJ, Ge T, Patil KR, Jabbi M, Eickhoff SB, Yeo BTT*, Genon S*. Science Advances, 8(11), eabj1812, 2022. DOI:10.1126/sciadv.abj1812
Dissociable brain structural asymmetry patterns reveal unique phenome-wide profiles. Saltoun K, Adolphs R, Paul LK, Sharma V, Diedrichsen J, Yeo BTT, Bzdok D. Nature Human Behaviour, 2022. DOI:10.1038/s41562-022-01461-0
Dynamic primitives of brain network interaction. Shirner M, Kong X, Yeo BTT, Deco G, Ritter P. Neuroimage, 250, 118928. 2022. DOI:10.1016/j.neuroimage.2022.118928
Genetic and phylogenetic uncoupling of structure and function in human transmodal cortex. Valk SL, Xu T, Paquola C, Park B, Bethlehem RAI, Vos de Wael R, Royer J, Masouleh SK, Bayrak S, Kochunov P, Yeo BTT, Margulies D, Smallw J, Eickhoff SB, Bernhardt BC. Nature Communications, 13, 2341, 2022. DOI: 10.1038/s41467-022-29886-1
Grey matter morphometric biomarkers for classifying early schizophrenia and PD psychosis: a multicentre study Knolle F^, Arumugham SS, Barker RA, Chee MWL, Justicia A, Kamble N, Lee J, Liu S, Lenka A, Lewis SJG, Murray GK, Pal PK, Saini J, Szeto J, Yadav R, Zhou JH, Koch K^, medRxiv, 2022. (^ Joint senior authors) DOI:10.1101/2022.05.06.22274674
Inter-relationships between changes in stress, mindfulness, and dynamic functional connectivity in response to a social stressor. Teng, J., Massar, S. A., & Lim, J. Scientific reports, 12(1), 1-12, 2022. DOI:10.1038/s41598-022-06342-0
Meta-matching as a simple framework to translate phenotypic predictive models from big to small data. He T, An L, Feng J, Bzdok D, Holmes AJ, Eickhoff SB, Yeo BTT. Nature Neuroscience. 25, 795–804, 2022. DOI:10.1038/s41593-022-01059-9
Neuroanatomical heterogeneity and homogeneity in individuals at clinical high risk for psychosis.Baldwin H, Radua J, Antoniades M, Haas SS, Frangou S, Agartz I, . . . , Zhou JH, McGuire P, Thompson PM, Jalbrzikowski M, Hernaus D, Fusar-Poli P. (2022). Translational Psychiatry, 12(1), 2022. DOI:10.1038/s41398-022-02057-y
Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging. Benkarim O, Paquola C, Park B, Kebets V, Hong S, Vos de Wael R, Zhang S, Yeo BTT, Eickenberg M, Ge T, Poline J, Bernhardt BC, Bzdok D. PLoS Biology, 20(4), e300162, 2022. DOI:10.1371/journal.pbio.3001627
Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features and populations. Dhamala E, Ooi LQR, Chen J, Kong R, Anderson KM, Chin R, Yeo BTT, Holmes AJ. Neuroimage, 260, 119485, 2022. DOI:10.1016/j.neuroimage.2022.119485
Reproducible brain-wide association studies require thousands of individuals. Marek S*, Tervo-Clemmens B*, …, Yeo BTT,et al. Nature,2022. DOI:10.1038/s41586-022-04492-9
Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study. Chen J*, Tam A*, Kebets V, Orban C, Ooi LQR, Marek S, Dosenbach N, Eickhoff SB, Bzdok D, Holmes AJ, Yeo BTT. Nature Communications, 13, 221, 2022. DOI:10.1038/s41467-022-29766-8
Stage dependent differential influence of metabolic and structural networks on memory across Alzheimer’s disease continuum. Ng K P*, Qian X*, Ng KK, Ji F, Rosa-Neto P, Gauthier S, Kandiah N, Zhou JH, the Alzheimer's Disease Neuroimaging Initiative, bioRxiv, 2022. (* Joint first). DOI: 10.1101/2022.02.28.482280
Structural and diffusion MRI based schizophrenia classification using 2D pre-trained and 3D naive Convolutional Neural Network. Hu M, Qian X, Liu S, Koh AJ, Sim K, Jiang X^, Guan C^, Zhou JH^. Schizophrenia Research. 2022. (^Joint senior authors) DOI:10.1016/j.schres.2021.06.011
Structure-function coupling within the reward network in preschool children predicts executive functioning in later childhood. Chan SY, Ong ZY, Ngoh ZM, Chong YS, Zhou JH, Fortier MV, ... Tan AP, Developmental Cognitive Neuroscience, 2022. DOI:10.1016/j.dcn.2022.101107
Understanding the Need for Sleep to Improve Cognition. Leong RLF & Chee MWL, Annual Review of Psychology, Forthcoming, 2022. http://dx.doi.org/10.2139/ssrn.4035172
A Parsimonious Description of Global Functional Brain Organization in Three Spatiotemporal Patterns. Bolt T, Nomi JS, Bzdok D, Chang C, Yeo BTT, Uddin LQ, Keilholz SD. [preprint]
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Association of Structural Magnetic Resonance Imaging Measures With Psychosis Onset in Individuals at Clinical High Risk for Developing Psychosis. Jalbrzikowski M, Hayes RA, Wood SJ, Nordholm D, Zhou JH, et al., van Erp TGM, Thompson PM, Hernaus D., ENIGMA Clinical High Risk for Psychosis Working Group. JAMA Psychiatry, 2021. DOI:10.1001/jamapsychiatry.2021.0638
Behavioral, Anatomical and Heritable Convergence of Affect and Cognition in Superior Frontal Cortex. Kraljević N, Schaare HL, Eickhoff SB, Kochunov P, Yeo BTT, Masouleh SK, Valk SL. Neuroimage, 2021, 243, 118561. DOI:10.1016/j.neuroimage.2021.118561
Bilingual language entropy influences executive functions through functional connectivity and signal variability. Li X, Ng KK, Wong JJY, Lee JW, Zhou JH, and Yow WQ. Brain and Language, Volume 222, Nov 2021. DOI:10.1016/j.bandl.2021.105026
Brain functional changes in stroke following rehabilitation using brain-computer interface-assisted motor imagery with and without tDCS: a pilot study. Hu M, Cheng H-J, Ji F, Chong JSX, Lu Z, Huang W, Ang KK, Phua KS, Chuang K-H, Jiang X, Guan C, Chew E, Zhou JH. Frontiers in Human Neuroscience. 2021. DOI:10.3389/fnhum.2021.692304
Brain white matter extracellular free-water increases are related to reduced neurocognitive function in systemic lupus erythematosus. Qian X, Ji F, Ng KK, Koh AK, Loo BRY, Townsend MC, Pasternak O, Tay SH, Zhou JH^, Mak A^. Rheumatology. (^ Joint senior authors) 2021. DOI:10.1093/rheumatology/keab511
Branched-Chain Amino Acid Supplementation Does Not Preserve Lean Mass or Affect Metabolic Profile in Adults with Overweight or Obesity in a Randomized Controlled Weight Loss Intervention. Delicia S Q Ooi, Jennifer Q R Ling, Suresh Anand Sadananthan, S Sendhil Velan, Fang Yi Ong, Chin Meng Khoo, E Shyong Tai, Christiani Jeyakumar Henry, Melvin K S Leow, Eric Y H Khoo, Chuen Seng Tan, Yung Seng Lee, Mary F F Chong. The Journal of Nutrition, Volume 151, Issue 4, April 2021, Pages 911–920. DOI:10.1093/jn/nxaa414
Connectome and microcircuit models implicate atypical subcortico-cortical interactions in autism pathophysiology. Park B, Hong SJ, Valk S, Paquola C, Benkarim O, Bethlehem RAI, Martino A, Milham MP, Gozzi A, Yeo BTT, Smallwood J, Bernhardt BC. Nature communications, 12, 2225. DOI: 10.1038/s41467-021-21732-0
Cortical Thinning and Sleep Slow Wave Activity Reductions Mediate Age-Related Improvements in Cognition During Mid-Late Adolescence. Ong JL, Jamaluddin SA, Tandi J, Chee NIYN, Leong RLF, Huber R, Lo JCY, Chee MWL. Sleep. 2021 Aug 11; zsab206. DOI:10.1093/sleep/zsab206
Deep learning identifies partially overlapping subnetworks in the human social brain. Kiesow H, Spreng RN, Holmes AJ, Chakravarty MM, Marquand AF, Yeo BTT, Bzdok D. Communications Biology. 4(1):65, 2021. DOI: 10.1038/s42003-020-01559-z
Differences in subcortico-cortical interactions identified from connectome and microcircuit models in autism. Park B, Hong SJ, Valk S, Paquola C, Benkarim O, Bethlehem RAI, Di Martino A, Milham MP, Gozzi A, Yeo BTT, Smallwood J, Bernhardt BC. Nature Communications. 12:2225, 2021. DOI:10.1038/s41467-021-21732-0
Distinct network topology in Alzheimer's disease and behavioral variant frontotemporal dementia.Ng ASL*, Wang J*, Ng KK*, Chong JSX, Qian X, Lim JKW, Tan YJ, Yong ACW, Chander RJ, Hameed S, Ting SKS, Kandiah N, Zhou JH. Alzheimer's Research & Therapy 2021; 13(1):13. (* Joint first). DOI: 10.1186/s13195-020-00752-w
Genetic and phylogenetic uncoupling of structure and function in human transmodal cortex. Valk SL, Xu T, Paquola C, Park B, Bethlehem RAI, Vos de Wael R, Royer J, Masouleh SK, Bayrak S, Kochunov P, Yeo BTT, Margulies D, Smallw J, Eickhoff SB, Bernhardt BC. [preprint]
Heritability of individualized cortical network topography. Anderson KM, Ge T, Kong R, Patrick LM, Spreng RN, Sabuncu RM, Yeo BTT, Holmes AJ. Proceedings of the National Academy of Sciences Mar 2021, 118 (9) e2016271118; DOI:10.1073/pnas.2016271118
High-resolution connectomic fingerprints: Mapping neural identity and behavior. Mansour L S, Tian Y, Yeo BTT, Cropley V, Zalesky A. Neuroimage. 229:117695, 2021. DOI: 10.1016/j.neuroimage.2020.117695.
Individual-Specific Areal-Level Parcellations Improve Functional Connectivity Prediction of Behavior. Kong R, Yang Q, Gordon E, Xue A, Yan X, Orban C, Zuo XN, Spreng N, Ge T, Holmes A, Eickhoff SB, Yeo BTT. Cerebral Cortex, bhab101. 2021. DOI:10.1093/cercor/bhab101
Inter-subject and inter-parcellation variability of resting-state whole-brain dynamical modeling. Popovych OV, Jung K, Manos T, Diaz-Pier S, Hoffstaedter F, Schreiber J, Yeo BTT, Eickhoff SB. Neuroimage, 236, 118201. 2021. DOI:10.1016/j.neuroimage.2021.118201
Interpreting Null Models of Resting-State Functional MRI. Liégeois R, Yeo BTT, Van De Ville D.[Preprint]
Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes. Soon CS, Vinogradova K, Ong JL, Calhoun VD, Liu T, Zhou JH, Ng KK, Chee MWL. Neuroimage, 2021. DOI: 10.1016/j.neuroimage.2021.118129
Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes. Soon CS, Vinogradova K, Ong JL, Calhoun VD, Liu T, Zhou JH, Ng KK, & Chee MWL. NeuroImage. May 2 2021. DOI:org/10.1016/j.neuroimage.2021.118129
Sensory-Motor Cortices Shape Functional Connectivity Dynamics in the Human Brain. Kong X, Kong R, Orban C, Wang P, Zhang S, Anderson K, Holmes A, Murray JD, Deco G, van den Heuvel M, Yeo BTT. Nature Communications, 2021,12, 6373. DOI:10.1038/s41467-021-26704-y
Structural and diffusion MRI based schizophrenia classification using 2D pre-trained and 3D naive Convolutional Neural Network. Hu M, Qian X, Liu S, Koh AJ, Sim K, Jiang X^, Guan C^, Zhou JH^. Schizophrenia Research. (^Joint senior authors) 2021. DOI:10.1016/j.schres.2021.06.011
Structure-function coupling in the human connectome: A machine learning approach. Sarwar T, Tian Y, Yeo BTT, Ramamohanarao K, Zalesky A. Neuroimage. 226:117609, 2021. DOI: 10.1016/j.neuroimage.2020.117609.
Task-related brain functional network reconfigurations relate to motor recovery in chronic subcortical stroke. Cheng H-J, Ng KK, Qian X, Ji F, Lu ZK, Teo WP, Hong X, Nasrallah FA, Ang KK, Chuang K-H, Guan C, Yu H, Chew E*, and Zhou JH*. Scientific Reports. 2021. (* Joint senior authors). Poster Link.
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up. Marinescu RV et al. MELBA, 2021(019):1-60. [Presentation]
The Cost of Untracked Diversity in Brain-Imaging Prediction. Benkarim O, Paquola C, Park B, Kebets V, Hong S, Vos de Wael R, Zhang S, Yeo BTT, Eickenberg M, Ge T, Poline J, Bernhardt BC, Bzdok D.[preprint]
The detailed organization of the human cerebellum estimated by intrinsic functional connectivity within the individual. Xue A, Kong R, Yang Q, Eldaief MC, Angeli P, DiNicola LM, Braga RM, Buckner RL, Yeo BTT. Journal of Neurophysiology. 125(2):358-384, 2021. DOI: 10.1152/jn.00561.2020.
The Effects of Intracranial Stenosis on Cerebral Perfusion and Cognitive Performance. Hilal, S., Mutsaerts, H. J., Ferro, D. A., Petr, J., Kuijf, H. J., Biessels, G. J., & Chen, C.. Journal of Alzheimer's Disease, Volume 79 (3), pp1369-1380, 2021. DOI: 10.3233/JAD-201131
The impact of strategic white matter hyperintensity lesion location on language. Hilal, S., Biesbroek, M., Vrooman, H., Chong, E., Kuijf, H. J., Venketasubramanian, N., Cheng, C. Y., Wong, T. Y., Biessels, G. J., & Chen, C.. The American Journal of Geriatric Psychiatry. Volume 29, Issue 2, February 2021, Pages 156-165. DOI: 10.1016/j.jagp.2020.06.009
Validation of the AHA/ASA and DSM-V diagnostic criteria for vascular cognitive impairment by neuroimaging biomarkers. Steven V, Francis S, Bibek G, Anthonin R, Tomotaka T, Mary S, Saima H, Christopher C. AHA journal,2021. Manuscript submitted.
White matter network damage mediates association between cerebrovascular disease and cognition. Hilal S*, Liu S*, Wong TY, Vrooman H, Cheng C, Venketasubramanian N, Chen C, Zhou JH. Journal of Cerebral Blood Flow & Metabolism. 2021. (* Joint first) DOI: 10.1177/0271678X21990980.
A daytime nap restores hippocampal function and improves declarative learning. Ong JL, Lau TY, Lee XK, van Rijn E, Chee MWL. Sleep. 2020 Mar 28 (online). zsaa058. DOI:10.1093/sleep/zsaa058
Agito ergo sum: correlates of spatio-temporal motion characteristics during fMRI. Bolton TAW, Kebets V, Glerean E, Zöller D, Li J, Yeo BTT, Caballero-Gaudes C, Van De Ville D. NeuroImage, 209, 116433, 2020. DOI: 10.1016/j.neuroimage.2019.116433
Association between Serum Vitamin D Metabolites and Metabolic Function in Healthy Asian Adults. Ding, C.; Chan, Z.; Chooi, Y.C.; Choo, J.; Sadananthan, S.A.; Michael, N.; Velan, S.S.; Leow, M.K.-S.; Magkos, F. Nutrients 2020, 12, 3706. DOI:10.3390/nu12123706
Brain amyloid β, cerebral small vessel disease and cognition: a memory clinic study Saridin FN, Hilal S, Villaraza SG, Reilhac A, Giyanwali B, Tanaka T, Stephenson MC, Ng SL, Vrooman H, van der Flier VM, and Chen CPLH. Neurology, 2020. DOI:10.1212/WNL.0000000000011029
Cerebral microinfarcts affect brain structural network topology in cognitively impaired patients. Zhang L, Biessels GJ, Hilal S, Chong JSX, Liu S, Shim HY, Xu X, Chong EJY, Wong ZX, Loke YM, Venketasubramanian N, Tan BY, Chen CLH, Zhou JH. Journal of Cerebral Blood Flow & Metabolism 2020; 0(0):1-11. DOI: 10.1177/0271678X20902187.
Charting brain growth in tandem with brain templates for schoolchildren. Dong H, Castenallos FX, Yang N, Zhang Z, Zhou Q, He Y, Zhang L, Xu T, Holmes AJ, Yeo BTT, Chen F, Wang B, Beckmann C, White T, Sporns O, Qiu J, Feng T, Chen A, Zuo XN, Science Bulletin, 65 (22): 1924 – 1934, 2020. DOI:10.1016/j.scib.2020.07.027
Convergent molecular, cellular, and neural signatures of major depressive disorder. Anderson KM, Collins MA, Kong R, Fang K, Li J, He T, Chekroud AM, Yeo BTT, Holmes AJ, Proceedings of the National Academy of Sciences USA. 117 (40): 25138 – 25149, 2020. DOI:10.1073/pnas.2008004117.
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics. He T, Kong R, Holmes AJ, Nguyen M, Sabuncu MR, Eickhoff SB, Bzdok D, Feng J, Yeo BTT. NeuroImage, 206, 116276, 2020. DOI: 10.1016/j.neuroimage.2019.116276 [code]
Degeneration of structural brain networks is associated with cognitive decline after ischaemic stroke. Veldsman M*, Cheng H-J*, Ji F, Werden E, Khlif M, Ng KK, Lim J, Qian X, Yu H, Zhou JH, Brodtmann A. Brain Communications 2020; 2(2). (* Joint first). DOI:10.21203/rs.3.rs-36274/v1
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets. Schulz M, Yeo BTT, Vogelstein J, Mourao-Miranda J, Kather J, Kording K, Richards BA, Bzdok B. Nature Communications, 11, 4238, 2020. DOI:10.1038/s41467-020-18037-z
Distinct BOLD variability changes in the default mode and salience networks in Alzheimer's disease spectrum and associations with cognitive decline. Zhang L, Zuo XN, Ng KK, Chong JSX, Shim HY, Ong MQW, Loke YM, Choo BL, Chong EJY, Wong ZX, Hilal S, Venketasubramanian N, Tan BY, Chen CL, Zhou JH. Scientific Reports 2020; 15;10(1):6457. DOI:10.1038/s41598-020-63540-4
Do intrinsic brain functional networks predict working memory from childhood to adulthood. Zhang H, Hao S, Lee A, Eickhoff SB, Pecheva D, Cai S, Meaney M, Chong YS, Broekman BFP, Fortier MV, Qiu A. Hum Brain Mapp. 2020 Nov;41(16):4574-4586. DOI: 10.1002/hbm.25143
Effects of choral singing versus health education on cognitive decline and aging: a randomized controlled trial. Lei Feng, Rafael Romero-Garcia, John Suckling, Jasmine Tan, Anis Larbi, Irwin Cheah, Glenn Wong, Maurine Tsakok, Bernard Lanskey, Darius Lim, Jialiang Li, Joanna Yang, Benjamin Goh, Tristan Gwee Chen Teck, Allan Ho, Xiu Wang, Jin-Tai Yu, Can Zhang, Crystal Tan, Michelle Chua, Junhua Li, John J Totman, Caroline Wong, Marie Loh, Roger Foo, Chay Hoon Tan, Lee Gan Goh, Rathi Mahendran, Brian K Kennedy, Ee-Heok Kua, Aging 24(12), 2020. DOI: 10.18632/aging.202374
Enhancing NeuroImaging Genetics through Meta-Analysis Consortium - Genetics working group. The genetic architecture of the human cerebral cortex. Grasby KL, Jahanshad N, Painter JN, Colodro-Conde L, …, Zhou J, Stein JL, Thompson PM, Medland SE, Science 2020; 367(6484). DOI:10.1126/science.aay6690
Evaluation of multimodal algorithms for the segmentation of multiparametric. MRI prostate images. Nai YH, Teo B, Tan N, Chua KYW, Wong CK, O’Doherty S, Stephenson MC, Schaefferkoetter JD, Thian YL, Chiong E, Reilhac A, Computational and Mathematical Methods in Medicine, 2020. DOI:10.1155/2020/8861035
Folate and Vitamin B‐12 Status Is Associated With Bone Mineral Density and Hip Strength of Postmenopausal Chinese‐Singaporean Women. Kalimeri, M., Leek, F., Wang, N.X., Koh, H.R., Roy, N.C., Cameron‐Smith, D., Kruger, M.C., Henry, C.J. and Totman, J.J., JBMR Plus, 2020. DOI:10.1002/jbm4.10399
Head‐to‐head comparison of amplified plasmonic exosome Aβ42 platform and single‐molecule array immunoassay in a memory clinic cohort. Tanaka, Tomotaka, Joyce Chong Ruifen, Nai Ying‐Hwey, Chin Hong Tan, Carine ZJ Lim, Yan Zhang, Mary C. Stephenson et al. European journal of neurology, 2020. DOI: 10.1111/ene.14704
Improved quantification of amyloid burden and associated biomarker cut-off points: results from the first amyloid Singaporean cohort with overlapping cerebrovascular disease. Tanaka T, Stephenson MC, Nai YH, Khor D, Saridin FN, Hilal S, Villaraza S, Gyanwali B, Ihara M, Vrooman H, Weekes AA, Totman JJ, Robins EG, Chen CP, Reilhac A, 2020. DOI:10.1007/s00259-019-04642-8
Inter-relationships between changes in stress, mindfulness, and dynamic functional connectivity. Teng, J., Massar, S. A., & Lim, J. bioRxiv, 2020. DOI:10.1101/2020.04.15.040337
Latent atrophy factors related to phenotypical variants of posterior cortical atrophy. Groot C, Yeo BTT Vogel JW, Zhang X, Sun N, Mormino EC, Pijnenburg YA, Miller BL, Rosen HJ, La Joie R, Barkhof F, Scheltens P, van der Flier WM, Rabinovici GD, Ossenkoppele R. Neurology, 95 (12): 1672-1685, 2020. DOI:10.1212/WNL.0000000000010362.
Longitudinal trajectory of Amyloid-related hippocampal subfield atrophy in nondemented elderly. Zhang L, Mak E, Reilhac A, Shim HY, Ng KK, Ong MQW, Ji F, Chong EJY, Xu X, Wong ZX, Stephenson MC, Venketasubramanian N, Tan BY, O’Brien JT, Zhou JH*, Chen CLH* and the Alzheimer’s Disease Neuroimaging Initiative. Human Brain Mapping 2020; 1-11. (* Joint senior authors) DOI:10.1002/hbm.24928
Macroscale and microcircuit dissociation of focal and generalized human epilepsies. Weng Y, Larivière S, Caciagli L, Vos de Wael R, Rodríguez-Cruces R, Royer J, Xu Q , Bernasconi N, Bernasconi A, Yeo BTT, Lu G , Zhang Z, Bernhardt BC. Communcations Biology, 3, 244, 2020. DOI: 10.1038/s42003-020-0958-5
Maximizing dissimilarity in resting state detects heterogeneous subtypes in healthy population associated with high substance use and problems in antisocial personality. Kashyap R, Bhattacharjee S, Yeo BTT, Chen SA. Human Brain Mapping, 41: 1261-1273, 2020. DOI:10.1002/hbm.24873
Multi-Subject Stochastic Blockmodels for Adaptive Analysis of Individual Differences in Human Brain Network Cluster Structure. Pavlović DM, Guillaume BRL, Towlson EK, Kuek NMY, Afyouni S, Vértes PE, Yeo BTT, Bullmore ET, Nichols TE. NeuroImage, 220, 116611, 2020. DOI:10.1016/j.neuroimage.2020.116611
Overlapping attentional networks yield divergent behavioral predictions across tasks: Neuromarkers for diffuse and focused attention? Wu EXW, Liaw GJ, Goh RZ, Chia TTY, Chee AMJ, Obana T, Rosenberg M, Yeo BTT, Asplund CL. NeuroImage, 209, 116535, 2020. DOI: 10.1016/j.neuroimage.2020.116535
Personality and local brain structure: Their shared genetic basis and reproducibility. Valk SL, Hoffstaedter F, Camilleri J, Kochunov P, Yeo BTT, Eickhoff SB. Neuroimage, 220, 117067, 2020. DOI: 10.1016/j.neuroimage.2020.117067
Plasticity of DNA methylation, functional brain connectivity and efficiency in cognitive remediation for schizophrenia. Ho NF, Tng JXJ, Wang M, Chen G, Subbaraju V, Shukor S, Ng DSX, Tan BL, Puang SJ, Kho SH, Siew RWE, Sin GL, Eu PW, Zhou J, Sng JCG, Sim K, Medalia A. Journal of Psychiatric Research 2020. DOI:10.1016/j.jpsychires.2020.03.013
Precision Neuroimaging Opens a New Chapter of Neuroplasticity Experimentation. Fair DA, Yeo BTT. Neuron, 107(3): 401-403, 2020. DOI: 10.1016/j.neuron.2020.07.017.
Predicting Alzheimer's disease progression using deep recurrent neural networks. Nguyen M, He T, An L, Alexander DC, Feng J, Yeo BTT. Neuroimage, 222, 117203, 2020. DOI: 10.1016/j.neuroimage.2020.117203 [code]
Reconciling dimensional and categorical models of autism heterogeneity: a brain connectomics & behavioral study. Tang S*, Sun N*, Floris DL, Zhang X, Di Martino A, Yeo BTT. Biological Psychiatry, 87:1071-1082, 2020. DOI:10.1016/j.biopsych.2019.11.009
Remote Postdischarge Treatment of Patients With Acute Myocardial Infarction by Allied Health Care Practitioners vs Standard Care: The IMMACULATE Randomized Clinical Trial. Mark Y Chan, Karen WL Koh, Sock-Cheng Poh, Stephanie Marchesseau, Devinder Singh, Yiying Han, Faclin Ng, Eleanor Lim, Joseph F Prabath, Chi-Hang Lee, Hui-Wen Sim, Ruth Chen, Leonardo Carvalho, Sock-Hwee Tan, Joshua PY Loh, Jack WC Tan, Karishma Kuwelker, RM Amanullah, Chee-Tang Chin, James WL Yip, Choy-Yee Lee, Juvena Gan, Chew-Yong Lo, Hee-Hwa Ho, Derek J Hausenloy, Bee-Choo Tai, A Mark Richards, IMMACULATE Investigators; , JAMA cardiology,2020. DOI: 10.1001/jamacardio.2020.6721
Sex classification by resting state brain connectivity. Weis S, Patil K, Hoffstaedter F, Nostro A, Yeo BTT, Eickhoff SB. Cerebral Cortex, 29: 824-835, 2020. DOI: 10.1093/cercor/bhz129
The interrelation of sleep and mental and physical health is anchored in grey-matter neuroanatomy and under genetic control. Tahmasian M, Samea F, Khazaie H, Zarei M, Kharabian S, Hoffstaedter F, Camilleri JA, Kochunov P, Yeo BTT, Eickhoff SB, Valk SL. Communications Biology, 3, 171, 2020. DOI: 10.1038/s42003-020-0892-6
Time of day is associated with paradoxical reductions in global signal fluctuation and functional connectivity. Orban C, Kong R, Li J, Chee MWL, Yeo BTT. PLoS Biology, 18(2): e3000602, 2020. DOI:10.1371/journal.pbio.3000602. [science daily] [the week]
Towards Neurosubtypes in Autism. Hong SJ, Vogelstein J , Bernhardt BC, Yeo BTT, Milham Michael, Di Martino A. Biological Psychiatry, 88:1071-1082, 2020. DOI:10.1016/j.biopsych.2020.03.022
Amyloid burden accelerates white matter degradation in cognitively normal elderly individuals. Vipin A, Ng KK, Ji F, Shim HY, Lim JKW, Pasternak O, Zhou JH. Human Brain Mapping 2019; 40(7):2065-2075. DOI:10.1002/hbm.24507
Beyond consensus: embracing heterogeneity in curated neuroimaging meta-analysis. Ngo GN, Eickhoff SB, Nguyen M, Sevinc G, Fox PT, Spreng RN, Yeo BTT. NeuroImage, 200:142-158, 2019. DOI:10.1016/j.neuroimage.2019.06.037 [code]
Dynamic mode decomposition of resting-state and task fMRI. Carsorso J, Kong X, Wang C, Van De Ville D, Yeo BTT, Liegeois R. NeuroImage, 194:42-54, 2019 DOI: 10.1016/j.neuroimage.2019.03.019
Functional connectivity and the sleep-deprived brain. Van Dongen HPA, Whitney P, Hinson JM, Honn KA, Chee MWL.Chee MWL, Zhou J. Progress in Brain Research: Sleep Deprivation and Cognition 2019; 246:159-176. Academic Press, Elsevier, USA. (In press) DOI:10.1016/bs.pbr.2019.02.009
Global signal regression strengthens association between resting-state functional connectivity and behavior. Li J*, Kong R*, Liegeois R, Orban C, Tan Y, Sun N, Holmes AJ, Sabuncu MR, Ge T, Yeo BTT. NeuroImage, 196:126-141, 2019. DOI:10.1016/j.neuroimage.2019.04.016
Harnessing CURATE.AI as a digital therapeutics platform by identifying N-of-1 learning trajectory profiles. Kee T, Chee W, Blasiak A, Wang P, Chong JK, Chen J, Yeo BTT, Ho D, Asplund CL. Advanced Therapeutics, 2: 1900023. 2019. DOI:10.1002/adtp.201900023.
Individual-specific fMRI-subspaces improve functional connectivity prediction of behavior. Kashyap R, Kong R, Bhattacharjee S, Li J, Zhou J, Yeo BTT. NeuroImage, 189:804-812, 2019. DOI: /10.1016/j.neuroimage.2019.01.069
Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior. Kashyap R, Kong R, Bhattacharjee S, Li J, Zhou J, Yeo BTT. NeuroImage 2019; 189:804-812. DOI: 10.1016/j.neuroimage.2019.01.069
Intrinsic Functional Connectivity of the Brain in Adults with a Single Cerebral Hemisphere. Kliemann D, Adolphs R, Tyszka JM, Fischl B, Yeo BTT, Nair R, Dubois J, Paul LK. Cell Reports, 29:2398-2407, 2019. DOI:10.1016/j.celrep.2019.10.067
Inversion of a large-scale circuit model reveals a cortical hierarchy in the dynamic resting human brain. Wang P, Kong R, Kong X, Liegeois R, Orban C, Deco G, van den Heuvel M, Yeo BTT. Science Advances, 5:eaat7854, 2019. DOI: 10.1126/sciadv.aat7854 [code]
Mechanisms Linking White Matter Lesions, Tract Integrity, and Depression in Alzheimer Disease Yatawara C, Lee D, Ng KP, Chander R, Ng D, Ji F, Shim HY, Hilal S, Venketasubramanian N, Chen C, Zhou J, Kandiah N. . The American Journal of Geriatric Psychiatry 2019; pii: S1064-7481(19)30337-9. DOI:10.1016/j.jagp.2019.04.004
Medial Temporal Atrophy in Amyloid-Negative Amnestic Type Dementia Is Associated with High Cerebral White Matter Hyperintensity. Wong BYX, Yong TT, Lim L, Tan JY, Ng ASL, Ting SKS, Hameed S, Ng KP, Zhou JH, Kandiah N. Journal of Alzheimer's Disease 2019; 70(1):99-106. DOI: 10.3233/JAD-181261
Multi-modal latent factor exploration of atrophy, cognitive and tau heterogeneity in Typical Late-Onset Alzheimer's Disease. Sun N, Mormino EC, Chen J, Sabuncu MR, Yeo BTT. NeuroImage, 2019, 116043. DOI:10.1016/j.neuroimage.2019.116043 [code]
Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study. Chen J, Patil KR, Weis S, Sim K, Nickl-Jockschat T, Zhou J, Aleman A, Sommer IE, Liemburg EJ, Hoffstaedter F, Habel U, Derntl B, Liu X, Fischer JM, Kogler L, Regenbogen C, Diwadkar VA, Stanley JA, Riedl V, Jardri R, Gruber O, Sotiras A, Davatzikos C, Eickhoff SB; Pharmacotherapy Monitoring and Outcome Survey (PHAMOUS) Investigators. Biological Psychiatry 2019; pii: S0006-3223(19)31707-X. DOI:10.1016/j.biopsych.2019.08.031
Pace yourself: Neural activation and connectivity changes over time vary by task type and pacing. Teng, J., Massar, S., Tandi, J., Lim, J. Brain and Cognition, 2019. DOI:10.1016/j.bandc.2019.103629
Resting brain dynamics at different timescales capture distinct aspects of human behavior. Liégeois R, Li J, R Kong, Orban C, Van De Ville D, Ge T, Sabuncu MR, Yeo BTT. Nature Communications, 10:2317, 2019. DOI:10.1038/s41467-019-10317-7
Somatosensory-motor dysconnectivity spans multiple transdiagnostic dimensions of psychopathology. Kebets V, Holmes AJ, Orban C, Tang S, Li J, Sun N, Kong R, Poldrack R, Yeo BTT. Biological Psychiatry, 86:779-791, 2019 10.1016/j.biopsych.2019.06.013
Spatial topography of individual-specific cortical networks predicts human cognition, personality and emotion. Kong R, Li J, Orban C, Sabuncu MR, Liu H, Schaefer A, Sun N, Zuo XN, Holmes A, Eickhoff SB, Yeo BTT. Cerebral Cortex, 29:2533-2551, 2019. DOI:10.1093/cercor/bhy123 [code]
Subtyping of circulating exosome-bound amyloid β reflects brain plaque deposition. Lim CZJ, Zhang Y, Chen Y, Zhao H, Stephenson MC, Ho NRY, Chen Y, Chung J, Reilhac A, Loh TP, Chen CLH, Shao H, Nature communications, 2019; 10(1): 1-11. DOI:10.1038/s41467-019-09030-2
Topography and behavioral relevance of the global signal in the human brain. Li J*, Bolt T*, Bzdok B, Nomi JS, Yeo BTT, Spreng RN, Uddin LQ. Scientific Reports, 9:14286, 2019. DOI:10.1038/s41598-019-50750-8
Towards a Universal Taxonomy of Macro‑scale Functional Human Brain Networks. Uddin LQ, Yeo BTT, Spreng RN. Brain Topography, 32:926-942, 2019, DOI:10.1007/s10548-019-00744-6
Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states.Teng J, Ong JL, Patanaik A, Tandi J, Zhou JH, Chee MWL, Lim J. NeuroImage 2019; 200:382-90, DOI:10.1016/j.neuroimage.2019.07.004
White matter microstructural abnormalities and default network degeneration are associated with early memory deficit in Alzheimer's disease continuum. Ji F, Pasternak O, Ng KK, Chong JSX, Liu S, Zhang L, Shim HY, Loke YM, Tan BY, Venketasubramanian N, Chen CL, Zhou JH. Scientific Reports 2019; 9(1):4749. DOI:10.1038/s41598-019-41363-2
31P magnetization transfer magnetic resonance spectroscopy: Assessing the activation induced change in cerebral ATP metabolic rates at 3 T, Chen C, Stephenson MC, Peters A, Morris PG, Francis ST, Gowland PA, Magnetic resonance in medicine, 2018; 79(1): 22-30. DOI:10.1002/mrm.26663
A mechanistic model of connector hubs, modularity and cognition. Bertolero MA, Yeo BTT, Bassett DS, D'Esposito M. Nature Human Behavior, 2:765-777, 2018. DOI:10.1038/s41562-018-0420-6
Accurate nonlinear mapping between MNI volumetric and FreeSurfer surface coordinate systems. Wu J, Ngo GH, Greve DN, Li J, He T, Fischl B, Eickhoff SB, Yeo BTT. Human Brain Mapping, 39:3793–3808, 2018. DOI:10.1002/hbm.24213 [code]
Alterations in brain network topology and structural-functional connectome coupling relate to cognitive impairment. Wang J*, Khosrowabadi R*, Ng KK*, Hong Z, Chong JSX, Wang Y, Chen CY, Hilal S, Venketasubramanian N, Wong TY, Chen CLH, Ikram MK, Zhou J. Frontiers in Aging Neuroscience 2018; 10:404. (* Joint first) DOI:10.3389/fnagi.2018.00404
Altered sensory insular connectivity in chronic postsurgical pain patients.Ching YY*, Wang C*, Tay T, Loke YM, Tang PH, Sng BL, Zhou J. Frontiers in Human Neuroscience 2018; 12:483. (* Joint first) DOI:10.3389/fnhum.2018.00483
Auditory stimulation of sleep slow oscillations modulates subsequent memory encoding through altered hippocampal function.Ong JL, Patanaik A, Chee Nicholas IYN, Lee XK, Poh JH, Chee MWL. Sleep. 2018 May 1. 41(5). zsy031. DOI:10.1093/sleep/zsy031
Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorder.Qian X, Loo BRY, Castellanos FX, Liu SW, Koh HL, Poh WXW, Krishnan R, Fung D, Chee MWL, Guan CT, Lee TS, Lim CG*, Zhou J*. Translational Psychiatry 2018; 8(1):149. (* Joint senior authors) DOI:10.1038/s41398-018-0213-8
Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity.Liu SW, Poh JH, Koh HL, Ng KK, Loke YM, Lim JKW, Chong JSX, Zhou J. NeuroImage 2018; 176:1-10. DOI:10.1016/j.neuroimage.2018.04.014
Cerebrovascular disease influences functional and structural network connectivity in patients with amnestic mild cognitive impairment and Alzheimer's disease.Vipin A, Loke YM, Liu SW, Hilal S, Shim HY, Xu X, Tan BY, Venketasubramanian N, Chen CLH, Zhou J. Alzheimer's Research & Therapy 2018; 10(1):82. DOI:10.1186/s13195-018-0413-8
Development of a Dedicated Rebinner with Rigid Motion Correction for the mMR PET/MR Scanner, and Validation in a Large Cohort of 11C-PIB Scans. Reilhac A, Merida I, Zacharie Irace Z, Stephenson MC, Weekes AA, Chen C, Totman JJ, Townsend DW, Fayad H, Costes N. Journal of Nuclear Medicine, 2018; 59(11):1761-1767. DOI:10.2967/jnumed.117.206375
Dynamic Functional Connectivity and Its Behavioral Correlates Beyond Vigilance. Patanaik A, Tandi J, Ong JL, Wang CH, Zhou J, Chee MWL. NeuroImage 2018; 177:1-10. DOI:10.1016/j.neuroimage.2018.04.049
Dynamic functional connectivity markers of objective trait mindfulness. Lim, J., Teng, J., Pataniak, A., Tandi, J., Massar, S. NeuroImage, 2018. DOI:10.1016/j.neuroimage.2018.04.056
Effectiveness of a Personalized Brain-Computer Interface System for Cognitive Training in Healthy Elderly: A Randomized Controlled Trial. Yeo SN, Lee TS, Sng WT, Heo MQ, Bautista D, Cheung YB, Zhang HH, Wang C, Chin ZY, Feng L, Zhou J, Chong MS, TP Ng, Krishnan KR, Guan C. Journal of Alzheimer's Disease 2018; 66(1):127-138. DOI: 10.3233/JAD-180450
Fronto-parietal subnetwork flexibility compensates for cognitive decline due to mental fatigue. Taya, F., Dimitriadis, S.I., Dragomir, A., Lim, J., Sun, Y., Wong, K.F., Thakor, N.V., Bezerianos, A. Human Brain Mapping, 2018. DOI: 10.1002/hbm.24192
Functional segregation loss over time is moderated by APOE genotype in healthy elderly. Ng KK, Qiu Y, Lo JC, Koay ES, Koh WP, Chee MWL, Zhou J. Human Brain Mapping 2018; 39(7):2742-52. DOI:10.1002/hbm.24036
Gene expression links functional networks across cortex and striatum. Anderson KM, Krienen FM, Choi EY, Reinen JM, Yeo BTT, Holmes AJ. Nature Communications 9:1428, 2018. DOI:10.1038/s41467-018-03811-x
Imaging-based parcellations of the human brain. Eickhoff SB, Yeo BTT, Genon S. Nature Reviews Neuroscience, 19:672-686, 2018. DOI:10.1038/s41583-018-0071-7
Large-scale brain functional network topology disruptions underlie symptom heterogeneity in children with attention-deficit/hyperactivity disorder. Qian X, Castellanos FX, Uddin LQ, Loo BRY, Liu SW, Koh HL, Poh WXW, Fung D, Guan C, Lee TS, Lim CG, Zhou J. NeuroImage: Clinical 2018; pii: S2213-1582(18)30348-6. DOI:10.1016/j.nicl.2018.11.010
Local-Global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI. Schaefer AL, Kong Ru, Gordon EM, Laumann TO, Zuo XN, Holmes AL, Eickhoff SB, Yeo BTT. Cerebral Cortex, 29:3095-3114, 2018 DOI:10.1093/cercor/bhx179 [code]
Network architecture underlying basal autonomic outflow: Evidence from frontotemporal dementia. Sturm V, Brown J, Hua A, Lwi S, Zhou J, Kurth F, Eickhoff S, Rosen H, Kramer J, Miller B, Levenson R, Seeley W. Journal of Neuroscience 2018; 38(42):8943-8955. DOI:10.1523/JNEUROSCI.0347-18.2018
Neural basis of exertional fatigue in the heat: A review of magnetic resonance imaging methods, Tan XR, Low ICC, Stephenson MC, Soong TW, Lee JKW, Scandinavian Journal of Medicine & Science in Sports, 2018; 28(3); 807-818. DOI:10.1111/sms.13015
Recognition of Schizophrenia with Regularized Support Vector Machine and Sequential Region of Interest Selection using Structural Magnetic Resonance Imaging. Chin R*, You AX*, Meng F*, Zhou J, Sim K. Scientific Reports 2018; 8(1):13858.(* Joint first). DOI:10.1038/s41598-018-32290-9
Regional white matter hyperintensity influences grey matter atrophy in mild cognitive impairment. Vipin A, Foo HJL, Lim JKW, Chander RJ, Yong TT, Ng ASL, Hameed S, Ting SKS, Zhou J*, Kandiah N*. Journal of Alzheimer's Disease 2018; 66(2):533-549. (* Joint senior authors) DOI:10.3233/JAD-180280
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants. Kernbach JM, Yeo BTT, Smallwood J, Margulies DS, Thiebaut de Schotten M. Walter H, Sabuncu MR, Holmes AJ, Gramfort A, Varoquaux G, Thirion B, Bzdok D. Proceedings of the National Academy of Sciences USA, 115:12295-12300, 2018. DOI:10.1073/pnas.1804876115
The human cortex possesses a reconfigurable dynamic network architecture that is disrupted in psychosis. Reinen JM, Chen O, Hutchison OY, Yeo BTT, Anderson KM, Sabuncu MR, Öngür D, Roffman JL, Smoller JW, Baker JT, Holmes AJ. Nature Communications 9:1157, 2018. DOI:10.1038/s41467-018-03462-y
Topographic organization of the cerebral cortex and brain cartography. Eickhoff SB, Constable RT, Yeo BTT. NeuroImage, 170:332–347, 2018. DOI:10.1016/j.neuroimage.2017.02.018
Towards an Objective Measure of Mindfulness: Replicating and Extending the Features of the Breath-Counting Task. Wong KF, Massar SAA, Chee MWL, Lim J. Mindfulness. 2018 Jan 22. DOI:10.1007/s12671-017-0880-1
A spotlight on bridging microscale and macroscale human brain architecture. van den Heuvel M, Yeo BTT. Neuron, 93:1248-1251, 2017. DOI:10.1016/j.neuron.2017.02.048
A unified canonical correlation analysis-based framework for removing gradient artifact in concurrent EEG/fMRI recording and motion artifact in walking recording from EEG signal. Li, J., Chen, Y., Taya, F., Lim, J., Wong, K., Sun, Y., Bezerianos, A. Medical & Biological Engineering and Computing. 2017. DOI:10.1007/s11517-017-1620-3
Applications of resting-state functional connectivity to neurodegenerative disease. Zhou J, Liu SW, Ng KK, Wang J. Neuroimaging Clin N Am 2017; 27(4):663-83. (Invited Review). DOI:10.1016/j.nic.2017.06.007
Best practices in data analysis and sharing in neuroimaging using MRI. Nichols TE, Das S, Eickhoff SB, Evans AC, Glatard T, Hanke M, Kriegeskorte N, Milham MP, Poldrack RA, Poline JB, Proal E, Thirion B, Van Essen DC, White T, Yeo BTT. Nature Neuroscience, 20:299-303, 2017. DOI:10.1038/nn.4500.
Case-control analysis of LRRK2 protective variants in Alzheimer's disease. Ng ASL, Ng R, Tan JY, Kandiah N, Zhou J, Hameed S, Ting SK, Tan EK. Neurobiology of Aging 2017; 64:157.e7- e9. DOI:10.1016/j.neurobiolaging.2017.11.012
Data-driven extraction of a nested model of human brain function. Bolt T, Nomi JS, Yeo BTT, Uddin LQ. Journal of Neuroscience, 37:7263–7277, 2017. DOI:10.1523/JNEUROSCI.0323-17.2017
Distinct white matter microstructural abnormalities and extracellular water increases relate to cognitive impairment in AD with and without cerebrovascular disease.Ji F, Pasternak O, Liu SW, Loke YM, Choo BL, Hilal S, Xu X, Ikram K, Venketasubramanian N, Chen CLH, Zhou J. Alzheimer's Research & Therapy 2017; 9(1):63. DOI:10.1186/s13195-017-0292-4
Getting Lost Behavior in Patients with Mild Alzheimer’s Disease: A Cognitive and Anatomical Model. Yatawara C, Lee DR, Lim L, Zhou J, Nagaendran K. Frontiers in Medicine 2017; 4:201. DOI:10.3389/fmed.2017.00201
Higher peripheral TREM2 mRNA levels relate to cognitive deficits and hippocampal atrophy in AD and aMCI. Tan YJ, Ng ASL, Vipin A, Lim, JKW, Chander RJ, Ji F, Qiu YW, Ting SKS, Hameed S, Lee TS, Zeng L, Kandiah N, Zhou J. J Alzheimers Dis 2017; 58(2):413-23. DOI:10.3233/JAD-161277
Increased liver fat and glycogen stores after consumption of high versus low glycaemic index food: A randomized crossover study. Bawden S, Stephenson MC, Falcone Y, Lingaya M, Ciampi E, Hunter K, Bligh F, Schirra J, Taylor M, Morris PG, Macdonald IA, Gowland PA, Marciani L, Aithal GP, Diabetes, Obesity and Metabolism, 2017; 19(1): 70-77. DOI:10.1111/dom.12784
Inference in the age of big data：future perspectives on neuroscience. Bzdok D, Yeo BTT. NeuroImage, 155:549-564, 2017. DOI:10.1016/j.neuroimage.2017.04.061
Influence of cerebrovascular disease on brain networks in prodromal and clinical Alzheimer’s disease. Chong JSX, Liu SW, Loke YM, Hilal S, Ikram MK, Yu X, Tan BY, Venketasubramanian N, Chen CLH, Zhou J.Brain 2017; 140(11):3012-22. DOI:10.1093/brain/awx224
Interpreting temporal fluctuations in resting-state functional connectivity MRI. Liegeois R, Laumann TO, Snyder AZ, Zhou HJ, Yeo BTT. Neuroimage 163:437–455, 2017. DOI:10.1016/j.neuroimage.2017.09.012 [code]
Large-scale network topology reveals heterogeneity in individuals with at risk mental state for psychosis: findings from the longitudinal youth-at-risk study Wang CH, Lee J, Ho NF, Lim KWJ, Poh JS, Rekhi G, Krishnan R, Keefe RSE, Adcock RA, Wood SJ, Fornito A, Chee MWL, Zhou J. Cereb Cortex 2017; 1-10. DOI:10.1093/cercor/bhx278
Moral judgment modulation by disgust priming via altered fronto-temporal functional connectivity. Lim, J., Kurnianingsih, Y.A., Ong, H.H., Mullette-Gillman, O.D. Scientific Reports., 2017. DOI:10.1038/s41598-017-11147-7
Progressive decline in hippocampal CA1 volume in individuals at ultra-high-risk for psychosis who do not remit: Findings from the Longitudinal Youth at Risk Study. Ho NF, Holt D, Cheung M, Iglesias JE, Goh, A, Wang MY, Lim KYJ, Souza JD, Poh J, See YM, Adcock A, Wood A, Chee MWL, Lee J, Zhou J. Neuropsychopharmacology 2017; 22(1):142-52. DOI:10.1038/npp.2017.5
Proportional thresholding in resting-state fMRI functional connectivity networks and consequences for patient-control connectome studies: issues and recommendations. van den Heuvel M, de Lange S, Zalesky A, Seguin C, Yeo BTT, R Schmidt. NeuroImage, 152:437-449, 2017. DOI:10.1016/j.neuroimage.2017.02.005
Quantitative 18F-fluorocholine positron emission tomography for prostate cancer: correlation between kinetic parameters and Gleason scoring. Schaefferkoetter JD, Wang Z, Stephenson MC, Roy S, Conti M, Eriksson L, Townsend DW, Thamboo T, Chiong E, EJNMMI research, 2017; 7(1): 25. DOI:10.1186/s13550-017-0269-0
The diverse club. Bertolero MA, Yeo BTT, D'Esposito M. Nature Communications 8:1277, 2017. DOI:10.1038/s41467-017-01189-w
The effects of a mid-task break on the brain connectome in healthy participants. Sun, Y., Lim, J., Dai, Z., Wong, K., Taya, F., Chen, Y., Li, J., Thakor, N., Bezerianos, A. Neuroimage., 2017. DOI:10.1016/j.neuroimage.2017.02.084
Bayesian model reveals latent atrophy factors with dissociable cognitive trajectories in Alzheimer’s disease. Zhang XM, Mormino EC, Sun N, Sperling RA, Sabuncu MR, Yeo BTT. Proceedings of the National Academy of Sciences USA, 113:E6535–E6544, 2016. DOI:10.1073/pnas.1611073113 [NUS press release] [MGH press release] [science daily] [upi] [code]
Better Not to Know? Emotion Regulation Fails to Benefit from Affective Cueing. Liu S, Vanderhasselt MA, Zhou J, Schirmer A. Frontiers in Human Neuroscience 2016; 10:599. DOI:10.3389/fnhum.2016.00599
Brain circuits: Neurodegenerative diseases. Pillai JA, Cummings JL (Eds.) Neurodegenerative diseases: Unifying principles 2017; 98-122. Zhou J, Seeley WW. Oxford University Press, New York, USA. [Link]
Cerebral functional connectivity periodically (de)synchronizes with anatomical constraints. Liegeois R, Ziegler E, Phillips C, Geurts P, Gomez F, Bahri MA, Yeo BTT, Soddu A, Vanhaudenhuyse A, Laureys S, Sepulchre R. Brain Struct Func, 221:2985-2997, 2016. DOI:10.1007/s00429-015-1083-y
Depressive Symptoms Influence Global Cognitive Impairment Indirectly by Reducing Memory and Executive Function in Patients with Mild Cognitive Impairment. Yatawara C, Lim L, Chander R, Zhou J*, and Kandiah N*. Journal of Neurology. Neurosurgery, and Psychiatry 2016; 87(12):1375-83. (* Joint senior authors). DOI:10.1136/jnnp-2016-314191
Disrupted salience network functional connectivity and white matter microstructure in persons at risk for psychosis: findings from the LYRIKS study. Wang C, Ji F, Hong Z, Poh JS, Krishnan R, Lee J, Rekhi G, Keefe RSE, Adcock RA, Wood SJ, Fornito A, Pasternak O, Chee MWL,Zhou J. Psychological Medicine 2016; 46(13):2771-83. DOI:10.1017/S0033291716001410
Dominant hemisphere lateralization of cortical parasympathetic control as revealed by frontotemporal dementia. Guo CC, Sturm VE, Zhou J, Gennatas ED, Trujillo AJ, Hua AY, Crawford R, Stables L, Kramer JH, Rankin K, Levenson RW, Rosen HJ, Miller BL, Seeley WW. Proceedings of the National Academy of Sciences 2016; 113(27):E2430-9. DOI:10.1073/pnas.1509184113
Early cerebral volume reductions and their associations with reduced lupus disease activity in patients with newly-diagnosed systemic lupus erythematosus. Mak A, Ho RC-M, Tng HY, Koh HL, Chong JSX, Zhou J. Scientific Reports 2016; 6:22231. DOI:10.1038/srep22231
Hemispheric Lateralization Abnormalities of the White Matter Microstructure in Schizophrenia and Bipolar Disorder. Ho NF*, Li ZJ*, Ji F, Wang MY, Kuswanto CN, Sum MY, Tng HY, Sitoh YY, Sim K, Zhou J. Journal of Psychiatry and Neuroscience 2016; 42(4):242-51. (* Joint first). DOI:10.1503/jpn.160090
Hippocampus-associated causal network of structural covariance measuring structural damage progression in temporal lobe epilepsy. Zhang Z, Liao W, Xu Q, Wei W, Zhou J, Sun K, Yang F, Mantini D, Ji X, Lu G. Human Brain Mapping 2016; 38(2):753-66. DOI:10.1002/hbm.23415
Inter-hemispheric functional dysconnectivity mediates the association of corpus callosum degeneration with memory impairment in AD and amnestic MCI. Qiu Y, Liu S, Hilal S, Loke Y, Ikram M, Xu X, Tan B, Venketasubramanian N, Chen C, Zhou J. Scientific Reports 2016; 6:32573. DOI:10.1038/srep32573
Investigating the effects of an oral fructose challenge on hepatic ATP reserves in healthy volunteers: A 31P MRS study. Bawden SJ, Stephenson MC, Ciampi E, Hunter K, Marciani L, MacDonald IA, Aithal GP, Morris PG, Gowland PA, Clinical nutrition, 2016; 35(3): 645-649. DOI:10.1016/j.clnu.2015.04.001
Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort. Leong RL, Lo JC, Sim SK, Zheng H, Tandi J, Zhou J, Chee MW. NeuroImage 2016; 147:852-60. DOI:10.1016/j.neuroimage.2016.10.016
Measuring cortical connectivity in Alzheimer's disease as a brain neural network pathology: towards clinical applications. Teipel S, Grothe MJ, Zhou J, Sepulcre J, Dyrba M, Sorg C, Babiloni, C. Journal of the International Neuropsychological Society 2016; 22(2):138-63. DOI:10.1017/S1355617715000995
Mid-task break improves global integration of functional connectivity in lower alpha band. Li, J., Lim, J., Chen, Y., Wong, K., Thakor, N., Bezerianos, A., Sun, Y. Frontiers in Human Neuroscience. 2016. DOI:10.3389/fnhum.2016.00304
Mode of anisotropy reveals global diffusion alterations in attention-deficit/hyperactivity disorder. Yoncheva YN, Somandepalli K, Reiss PT, Kelly C, Martino AD, Lazar M, Zhou J, Milham MP, Castellanos FX. Journal of the American Academy of Child and Adolescent Psychiatry 2016; 55(2):137-45. DOI:10.1016/j.jaac.2015.11.011
Modulating rest-break length induces differential recruitment of automatic and controlled processes upon task reengagement. Lim, J., Teng, J., Wong, K.F., Chee, M.W. NeuroImage, 2016. DOI: 10.1016/j.neuroimage.2016.03.077
Progression from selective to general involvement of hippocampal subfields in schizophrenia. Ho NF, Iglesias JE, Sum MY, Kuswanto CN, Sitoh YY, deSouza J, Hong Z, Fischl B, Roffman J, Zhou J*, Sim K*, Holt D*. Molecular Psychiatry 2016; 22(1):142-52. (* Joint senior authors). DOI:10.1038/mp.2016.4
Reduced functional segregation between the default mode network and the executive control network in healthy older adults: A longitudinal study.Ng KK, Lo JC, Lim JKW, Chee MWL, Zhou J. NeuroImage 2016; 133:321-330. DOI:10.1016/j.neuroimage.2016.03.029
Salience network connectivity in the insula is associated with individual differences in interoceptive accuracy. Chong JSX, Ng GJP, Lee SC, Zhou J. Brain Structure and Function 2016; 222(4):1635-44. DOI:10.1007/s00429-016-1297-7
Spontaneous eyelid closures link vigilance fluctuation with fMRI dynamic connectivity states. Wang C, Ong JL, Patanaik A, Zhou J*, Chee MWL*. Proceedings of the National Academy of Science 2016; 113(34):9653-8. (* Joint senior authors) DOI:10.1073/pnas.1523980113
The association between retinal neuronal layer and brain structure is disrupted in patients with cognitive impairment and Alzheimer's disease. Liu S, Ong YT, Hilal S, Loke YM, Wong TY, Chen CLH, Cheung CY, Zhou J. Journal of Alzheimer's Disease 2016; 54(2):585-95. DOI:10.3233/JAD-160067
Transcriptional profiles of supragranular-enriched genes associate with corticocortical network architecture in the human brain. Krienen FM, Yeo BTT, Ge T, Buckner RL, Sherwood C. Proceedings of the National Academy of Sciences USA, 113:E469-E478, 2016. DOI:10.1073/pnas.1510903113 [supp] [popular press]
