For more information, visit Dr. Zhou's Google Scholar page.


  • Qian X, Zhou JH.   Imaging lifespan brain structural growth: From region, to connectome, to gradient, Plos Biology. (IF: 7.8). Link
  • Cheng SF, Yue WL, Ng KK, Qian X, Liu S, Tan TWK, Nguyen KN, Leong RLF, Hilal S, Cheng CY, Tan AP, Law EC, Gluckman PD, Chen CLH, Chong YS, Meaney MJ, Chee MWL, Yeo BTT, Zhou JH.   Rate of brain aging associates with future executive function in Asian children and older adults, eLife. (IF: 6.4). Link
  • Chong JSX, Tan YJ, Koh AJ, Ting SKS, Kandiah N, Ng ASL, Zhou JH.   Plasma Neurofilament Light Relates to Divergent Default and Salience Network Connectivity in Alzheimer's Disease and Behavioral Variant Frontotemporal Dementia, J Alzheimers Dis. (IF: 4.0). Link
  • Chong JSX, Chua KY, Ng KK, Chong SW, Leong RL, Chee MW, Koh WP, Zhou JH.   Higher handgrip strength is linked to higher salience ventral attention functional network segregation in older adults, Communications Biology, 7(1), 214. (IF: 6.548). Link
  • 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.   Neonatal Nucleus Accumbens Microstructure Modulates Individual Susceptibility to Preconception Maternal Stress in Relation to Externalizing Behaviors, American Academy of Child & Adolescent Psychiatry. (IF: 7.26). Link
  • Zhu Y, Maikusa N, Radua J, Sämann PG, Fusar-Poli P, Agartz I, ... , Zhou JH, ... , Koike S.   Using brain structural neuroimaging measures to predict psychosis onset for individuals at clinical high-risk, Molecular Psychiatry, 7(1), 1-13. (IF: 13.437). Link
  • 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^.   Heart-brain mapping: Cardiac atrial function is associated with distinct cerebral regions with high free water in older adults, Journal of Cerebral Blood Flow & Metabolism, 0271678X241229581. (^Joint senior authors) (IF: 6.3). Link
  • 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.   The influence of early-life adversity on the coupling of structural and functional brain connectivity across childhood, Nature Mental Health, 1-11. Link
  • 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.   MRI economics: Balancing sample size and scan duration in brain wide association studies, bioRxiv, 2024-02. Link
  • An L, Zhang C, Wulan N, Zhang S, Chen P, Ji F, Ng KK, Chen C, Zhou JH, Yeo BTT, Alzheimer's Disease Neuroimaging Initiative, Australian Imaging Biomarkers and Lifestyle Study of Aging.   DeepResBat: deep residual batch harmonization accounting for covariate distribution differences, bioRxiv, 2024-01. Link
  • Allen P, Baldwin H, Bartholomeusz CF, Chee MW, Chen X, Cooper RE, ... , Zhou JH, ... , ENIGMA Clinical High Risk for Psychosis Working Group.   Normative modeling of brain morphometry in clinical high risk for psychosis, JAMA psychiatry, 81(1), 77-88. (IF: 25.8). Link
  • 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.   Screen time, brain network development and socio-emotional competence in childhood: moderation of associations by parent–child reading, Psychological Medicine, 1-12. (IF: 7.723). Link


  • Li X*, Ng KK*, Wong JJY, Zhou JH^ and Yow WQ^.   Brain gray matter morphometry relates to onset age of bilingualism and theory-of-mind in young and older adults, Scientific Report (*Join First) (^ Joint senior authors) (IF: 4.7). Link
  • Yue W*, Ng KK*, Liu SW, Qian X, Chong JSX, Koh AJ, Ong MQW, Ting SKS, Ng, ASL, Kandiah N, Yeo BTT, Zhou JH.   Differential spatial working memory-related functional network reconfiguration in young and older adults, Network Neuroscience (*Join First) (IF: 4.6). Link
  • Yue W, Ng KK, Koh AJ, Perini F, Doshi K, Zhou JH^, Lim J^.  Mindfulness-based therapy improves brain functional network reconfiguration efficiency, Translational Psychiatry (^ Joint senior authors) (IF: 7.99). Link
  • Chen Z*, Qing J*, Zhou JH.  Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity, Conference on Neural Information Processing Systems (NeurIPS), New Orleans, US, 2023. (*Join First) Link
  • Dong Z, Wu Y, Xiao Y, Chong JSX, Jin Y, Zhou JH.  Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding, The International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Vancouver, Canada, 2023. Link
  • 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.  Variations in Cortical Functional Gradients Relate to Dimensions of Psychopathology in Preschool Children.  Journal of the American Academy of Child & Adolescent Psychiatry. (IF: 13.3) Link / Editorial
  • 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.  Longitudinal associations between β-amyloid and cortical thickness in mild cognitive impairment.  Brain Communications (IF: 4.37). Link
  • Parlatinni V, Itahashi T, Lee Y, Liu S, Nguyen TT, Aoki YY, Fonkel SJ, Catani M, Rubia K, Zhou JH, Murphy DG, Cortese S.  White matter alterations in Attention-Deficit/Hyperactivity Disorder (ADHD): a systematic review of 129 diffusion imaging studies with meta-analysis.  Molecular Psychiatry (IF: 13.437)
  • JI F, Chai YL, Liu S, Kan CN, Ong M, Richards AM, Tan BY, Venketasubramanian N, Pasternak, O, Chen CLH, Lai MKP^, Zhou JH^.  Associations of blood cardiovascular biomarkers with brain free water and its relationship to cognitive decline: A diffusion-MRI study.  Neurology (^Joint senior authors) (IF: 12.258). Link / Editorial / Cover Page
  • Kröll JP, Friedrich P, Li X, Patil KR, Mochalski L, Waite L, Qian X, Chee MW, Zhou JH, Eickhoff S, Weis S. (2023). Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks. NeuroImage. Link
  • 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. (2023). Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity. NeuroImage. Link
  • 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. (2023)  Grey matter morphometric biomarkers for classifying early schizophrenia and PD psychosis: a multicentre study. NPJ Parkinson’s Disease.
  • Chen Z*, Qing J*, Xiang T, Yue WL, Zhou JH,  Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023. (*Join First) Link NBC News: Youtube / Webpage


  • Dong Z, Chong JSX, Kok BC, Zhou JH,  COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia, 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022. Link
  • Ooi LQR, Chen J, Zhang S, Kong R, Tam A, Li J, Dhamala E, Zhou JH, Holme AJ, Yeo BTT. (2022).  Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. Neuroimage,  263, 119636. (IF: 7.4) Link
  • 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).  Neuroanatomical heterogeneity and homogeneity in individuals at clinical high risk for psychosis. Translational Psychiatry,  12(1). (IF: 7.99) Link
  • An L, Chen J, Chen P, Zhang C, He T, Chen C, Zhou JH, Yeo BTT. (2022).  Goal-specific brain MRI harmonization. Neuroimage,  263, 119570. (IF: 7.4) Link
  • Ng KP*, Qian X*, Ng KK, Ji F, Rosa-Neto P, Gauthier S, Kandiah N, Zhou JH. (2022).  Stage-dependent differential influence of metabolic and structural networks on memory across Alzheimer’s disease continuum. eLife,  11, e77745. doi:10.7554/eLife.77745. (* Joint first) (IF 8.71) Link
  • Wu Y, Ji F, Chong YF, Chen L-HC, Zhou JH. (2022).  Deeply supervised network for white matter hyperintensities segmentation with transfer learning. Medical Imaging with Deep Learning. 2022.   Link
  • Bethlehem RAI, Seidlitz J, White SR, Vogel JW, Anderson KM,..., Zhou JH, …, POND, The PREVENT-AD Research Group, VETSA, Bullmore ET, Alexander-Bloch AF.  Brain charts for the human lifespan. Nature. 2022.  (IF: 49.962) Link
  • Chan SY, Ong ZY, Ngoh ZM, Chong YS, Zhou JH, Fortier MV, Daniel LM, Qiu A, Meaney MJ, Tan AP. (2022).  Structure-function coupling within the reward network in preschool children predicts executive functioning in later childhood. Developmental Cognitive Neuroscience.  (IF: 6.464) Link
  • Qian X, Ji F, Ng KK, Koh AK, Loo BRY, Townsend MC, Pasternak O, Tay SH, Zhou JH^, Mak A^.   Brain white matter extracellular free-water increases are related to reduced neurocognitive function in systemic lupus erythematosus. Rheumatology. 2022.   (^ Joint senior authors) (IF: 7.046) Link
  • Hu M, Qian X, Liu S, Koh AJ, Sim K, Jiang X^, Guan C^, Zhou JH^.   Structural and diffusion MRI based schizophrenia classification using 2D pre-trained and 3D naive Convolutional Neural Network. Schizophrenia Research. 2022.   (^Joint senior authors) (IF: 4.939) Link


  • Li X*, Ng KK*, Wong JJY, Lee JW, Zhou JH^, and Yow WQ^.   Bilingual language entropy influences executive functions through functional connectivity and signal variability. Brain and Language. 2021.   (* Joint first; ^ Joint senior authors) (IF: 2.38) Link
  • 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.   Brain functional changes in stroke following rehabilitation using brain-computer interface-assisted motor imagery with and without tDCS: a pilot study. Frontiers in Human Neuroscience. 2021.   (IF: 3.169) Link
  • 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.   Association of Structural Magnetic Resonance Imaging Measures With Psychosis Onset in Individuals at Clinical High Risk for Developing Psychosis. JAMA Psychiatry. 2021.   (IF: 21.6) Link
  • Soon, C.^, Vinogradova, K., Ong, J., Calhoun, V., Liu, T., Zhou, J. H., Ng, K. K., Chee, M.^.   Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes. Neuroimage. 2021.   (^ Joint senior authors) (IF: 6.556) Link | Download
  • 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^.   Task-related brain functional network reconfigurations relate to motor recovery in chronic subcortical stroke. Scientific Reports. 2021.   (^ Joint senior authors) (IF: 4.379) Link | Download
  • Hilal S*, Liu S*, Wong TY, Vrooman H, Cheng C, Venketasubramanian N, Chen C, Zhou JH.   White matter network damage mediates association between cerebrovascular disease and cognition. Journal of Cerebral Blood Flow & Metabolism. 2021.   (* Joint first) (IF: 6.20) Link | Download
  • 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.   Distinct network topology in Alzheimer's disease and behavioral variant frontotemporal dementia. Alzheimer's Research & Therapy 2021; 13(1):13.   (* Joint first) (IF: 6.982) Link | Download


  • Lee PL, Chou KH, Chung CP, Lai TH, Zhou JH, Wang PN, Lin CP.   Posterior Cingulate Cortex Network Predicts Alzheimer's Disease Progression. Frontiers in Aging Neuroscience. 2020;12:608667.   (IF: 4.36) Link | Download
  • Veldsman M*^, Cheng H-J*, Ji F, Werden E, Khlif M, Ng KK, Lim J, Qian X, Yu H, Zhou JH^, Brodtmann A. Degeneration of structural brain networks is associated with cognitive decline after ischaemic stroke. Brain Communications 2020; 2(2). 
    (* Joint first; ^ Joint corresponding) Link
    | Download
  • 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. Plasticity of DNA methylation, functional brain connectivity and efficiency in cognitive remediation for schizophrenia. Journal of Psychiatric Research 2020; 126:122-133.  (IF: 4.475) Link | Download
  • 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. Distinct BOLD variability changes in the default mode and salience networks in Alzheimer's disease spectrum and associations with cognitive decline. Scientific Reports 2020; 10(1):6457. 
    (IF: 4.379) Link
    | Download
  • Grasby KL, Jahanshad N, Painter JN, Colodro-Conde L, …, Zhou J, Stein JL, Thompson PM, Medland SE, Enhancing NeuroImaging Genetics through Meta-Analysis Consortium - Genetics working group. The genetic architecture of the human cerebral cortex. Science 2020; 367(6484).  (IF: 41.063) Link | Download
  • 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. Cerebral microinfarcts affect brain structural network topology in cognitively impaired patients. Journal of Cerebral Blood Flow & Metabolism 2020; 0(0):1-11.  (IF: 6.20) Link | Download
  • 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. Longitudinal trajectory of Amyloid-related hippocampal subfield atrophy in nondemented elderly. Human Brain Mapping 2020; 1-11.  (* Joint senior authors) (IF: 4.927) Link | Download


  • 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. 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. Biological Psychiatry 2019; pii: S0006-3223(19)31707-X.  (IF: 11.501) Link | Download
  • Teng J, Ong JL, Patanaik A, Tandi J, Zhou JH, Chee MWL, Lim J. Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states. NeuroImage 2019; 200:382-90.  (IF: 6.556)
    | Download
  • Wong BYX, Yong TT, Lim L, Tan JY, Ng ASL, Ting SKS, Hameed S, Ng KP, Zhou JH, Kandiah N. Medial Temporal Atrophy in Amyloid-Negative Amnestic Type Dementia Is Associated with High Cerebral White Matter Hyperintensity. Journal of Alzheimer's Disease 2019; 70(1):99-106.  (IF: 3.517) Link | Download
  • Chee MWL, Zhou J. Functional connectivity and the sleep-deprived brain. Van Dongen HPA, Whitney P, Hinson JM, Honn KA, Chee MWL. Progress in Brain Research: Sleep Deprivation and Cognition 2019; 246:159-176. Academic Press, Elsevier, USA. (In press) Link | Download
  • Yatawara C, Lee D, Ng KP, Chander R, Ng D, Ji F, Shim HY, Hilal S, Venketasubramanian N, Chen C, Zhou J, Kandiah N. Mechanisms Linking White Matter Lesions, Tract Integrity, and Depression in Alzheimer Disease. The American Journal of Geriatric Psychiatry 2019; pii: S1064-7481(19)30337-9.  (IF: 3.920) Link | Download
  • Kashyap R, Kong R, Bhattacharjee S, Li J, Zhou J, Yeo BTT. Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior. NeuroImage 2019; 189:804-812.  (IF: 6.556) Link | Download
  • Ji F, Pasternak O, Ng KK, Chong JSX, Liu S, Zhang L, Shim HY, Loke YM, Tan BY, Venketasubramanian N, Chen CL, Zhou JH. White matter microstructural abnormalities and default network degeneration are associated with early memory deficit in Alzheimer's disease continuum. Scientific Reports 2019; 9(1):4749.  (IF: 4.379) Link | Download
  • Vipin A, Ng KK, Ji F, Shim HY, Lim JKW, Pasternak O, Zhou JH. Amyloid burden accelerates white matter degradation in cognitively normal elderly individuals. Human Brain Mapping 2019; 40(7):2065-2075.  (IF: 4.927) Link | Download


  • 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. Alterations in brain network topology and structural-functional connectome coupling relate to cognitive impairment. Frontiers in Aging Neuroscience 2018; 10:404. (* Joint first) (IF: 3.582) Link | Download
  • Ching YY*, Wang C*, Tay T, Loke YM, Tang PH, Sng BL, Zhou J. Altered sensory insular connectivity in chronic postsurgical pain patients. Frontiers in Human Neuroscience 2018; 12:483. (* Joint first) (IF: 3.169) Link | Download
  • Qian X, Castellanos FX, Uddin LQ, Loo BRY, Liu SW, Koh HL, Poh WXW, Fung D, Guan C, Lee TS, Lim CG, Zhou J. Large-scale brain functional network topology disruptions underlie symptom heterogeneity in children with attention-deficit/hyperactivity disorder. NeuroImage: Clinical 2018; pii: S2213-1582(18)30348-6.  (IF: 4.881) Link | Download
  • Chin R*, You AX*, Meng F*, Zhou J, Sim K. Recognition of Schizophrenia with Regularized Support Vector Machine and Sequential Region of Interest Selection using Structural Magnetic Resonance Imaging. Scientific Reports 2018; 8(1):13858.
    (* Joint first) (IF: 4.379) Link
    | Download
  • 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. Effectiveness of a Personalized Brain-Computer Interface System for Cognitive Training in Healthy Elderly: A Randomized Controlled Trial. Journal of Alzheimer's Disease 2018; 66(1):127-138.  (IF: 3.920)
    | Download
  • Vipin A, Foo HJL, Lim JKW, Chander RJ, Yong TT, Ng ASL, Hameed S, Ting SKS, Zhou J*, Kandiah N*. Regional white matter hyperintensity influences grey matter atrophy in mild cognitive impairment. Journal of Alzheimer's Disease 2018; 66(2):533-549. (* Joint senior authors) (IF: 3.920) Link | Download
  • Sturm V, Brown J, Hua A, Lwi S, Zhou J, Kurth F, Eickhoff S, Rosen H, Kramer J, Miller B, Levenson R, Seeley W. Network architecture underlying basal autonomic outflow: Evidence from frontotemporal dementia. Journal of Neuroscience 2018; 38(42):8943-8955.  (IF: 5.970) Link | Download
  • Vipin A, Loke YM, Liu SW, Hilal S, Shim HY, Xu X, Tan BY, Venketasubramanian N, Chen CLH, Zhou J. Cerebrovascular disease influences functional and structural network connectivity in patients with amnestic mild cognitive impairment and Alzheimer's disease. Alzheimer's Research & Therapy 2018; 10(1):82.  (IF: 6.982) Link | Download
  • 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*. Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorder. Translational Psychiatry 2018; 8(1):149.  (* Joint senior authors) (IF: 5.470)
    | Download
  • Patanaik A, Tandi J, Ong JL, Wang CH, Zhou J, Chee MWL. Dynamic Functional Connectivity and Its Behavioral Correlates Beyond Vigilance. NeuroImage 2018; 177:1-10.  (IF: 6.556) Link | Download
  • Liu SW, Poh JH, Koh HL, Ng KK, Loke YM, Lim JKW, Chong JSX, Zhou J. Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity. NeuroImage 2018; 176:1-10.
    (IF: 6.556) Link
    | Download
  • Ng KK, Qiu Y, Lo JC, Koay ES, Koh WP, Chee MWL, Zhou J. Functional segregation loss over time is moderated by APOE genotype in healthy elderly. Human Brain Mapping 2018; 39(7):2742-52.  (IF: 4.927) Link | Download


  • Yatawara C, Lee DR, Lim L, Zhou J, Nagaendran K. Getting Lost Behavior in Patients with Mild Alzheimer’s Disease: A Cognitive and Anatomical Model. Frontiers in Medicine 2017; 4:201.  (IF: 2.027) Link | Download
  • 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.  Large-scale network topology reveals heterogeneity in individuals with at risk mental state for psychosis: findings from the longitudinal youth-at-risk study. Cereb Cortex 2017; 1-10.  (IF: 6.943) Link | Download
  • Ji F, Pasternak O, Liu SW, Loke YM, Choo BL, Hilal S, Xu X, Ikram K, Venketasubramanian N, Chen CLH, Zhou J.  Distinct white matter microstructural abnormalities and extracellular water increases relate to cognitive impairment in AD with and without cerebrovascular disease. Alzheimer's Research & Therapy 2017; 9(1):63.  (IF: 6.982) Link | Download
  • Chong JSX, Liu SW, Loke YM, Hilal S, Ikram MK, Yu X, Tan BY, Venketasubramanian N, Chen CLH, Zhou J.  Influence of cerebrovascular disease on brain networks in prodromal and clinical Alzheimer’s disease. Brain 2017; 140(11):3012-22.
    (IF: 10.292) Link
    | Download
  • Ng ASL, Ng R, Tan JY, Kandiah N, Zhou J, Hameed S, Ting SK, Tan EK. Case-control analysis of LRRK2 protective variants in Alzheimer's disease. Neurobiology of Aging 2017; 64:157.e7- e9. (IF: 5.117) Link | Download
  • Liegeois R, Laumann TO, Snyder AZ, Zhou J, Yeo BTT.   Interpreting temporal fluctuations in resting-state functional connectivity MRI. NeuroImage 2017; 163:437-55. (IF: 6.556) Link | Download
  • Zhou J, Liu SW, Ng KK, Wang J.  Applications of resting-state functional connectivity to neurodegenerative disease. Neuroimaging Clin N Am 2017; 27(4):663-83. (Invited Review) Link | Download
  • 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.  Higher peripheral TREM2 mRNA levels relate to cognitive deficits and hippocampal atrophy in AD and aMCI. J Alzheimers Dis 2017; 58(2):413-23.  (IF: 3.920) Link | Download
  • 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. 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. Neuropsychopharmacology 2017; 22(1):142-52.
    (IF: 6.399) Link | Download


  • Zhou J, Seeley WW. Brain circuits: Neurodegenerative diseases. Pillai JA, Cummings JL (Eds.) Neurodegenerative diseases: Unifying principles 2017; 98-122. Oxford University Press, New York, USA. Link
  • Liu S, Vanderhasselt MA, Zhou J, Schirmer A. Better Not to Know? Emotion Regulation Fails to Benefit from Affective Cueing. Frontiers in Human Neuroscience 2016; 10:599. (IF: 3.169) Link | Download
  • Ho NF*, Li ZJ*, Ji F, Wang MY, Kuswanto CN, Sum MY, Tng HY, Sitoh YY, Sim K, Zhou J. Hemispheric Lateralization Abnormalities of the White Matter Microstructure in Schizophrenia and Bipolar Disorder. Journal of Psychiatry and Neuroscience 2016; 42(4):242-51. (* Joint first) (IF: 5.86) Link | Download
  • Leong RL, Lo JC, Sim SK, Zheng H, Tandi J, Zhou J, Chee MW. Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort. NeuroImage 2016; 147:852-60. (IF: 6.556)  Link | Download
  • Zhang Z, Liao W, Xu Q, Wei W, Zhou J, Sun K, Yang F, Mantini D, Ji X, Lu G. Hippocampus-associated causal network of structural covariance measuring structural damage progression in temporal lobe epilepsy. Human Brain Mapping 2016; 38(2):753-66. (IF: 5.969)  Link | Download
  • Yatawara C, Lim L, Chander R, Zhou J*, and Kandiah N*. Depressive Symptoms Influence Global Cognitive Impairment Indirectly by Reducing Memory and Executive Function in Patients with Mild Cognitive Impairment. Journal of Neurology. Neurosurgery, and Psychiatry 2016; 87(12):1375-83. (* Joint senior authors) (IF: 6.807)  Link | Download
  • Chong JSX, Ng GJP, Lee SC, Zhou J. Salience network connectivity in the insula is associated with individual differences in interoceptive accuracy. Brain Structure and Function 2016; 222(4):1635-44. (IF: 5.618) Link | Download
  • Qiu Y, Liu S, Hilal S, Loke Y, Ikram M, Xu X, Tan B, Venketasubramanian N, Chen C, Zhou J. Inter-hemispheric functional dysconnectivity mediates the association of corpus callosum degeneration with memory impairment in AD and amnestic MCI. Scientific Reports 2016; 6:32573. (IF: 4.379) Link | Download
  • Wang C, Ong JL, Patanaik A, Zhou J*, Chee MWL*. Spontaneous eyelid closures link vigilance fluctuation with fMRI dynamic connectivity states. Proceedings of the National Academy of Science 2016; 113(34):9653-8. (* Joint senior authors)
    (IF: 9.674)
    Link | Download
  • 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. Disrupted salience network functional connectivity and white matter microstructure in persons at risk for psychosis: findings from the LYRIKS study. Psychological Medicine 2016; 46(13):2771-83. (IF: 5.938) Link | Download
  • Liu S, Ong YT, Hilal S, Loke YM, Wong TY, Chen CLH, Cheung CY, Zhou J. The association between retinal neuronal layer and brain structure is disrupted in patients with cognitive impairment and Alzheimer's disease. Journal of Alzheimer's Disease 2016; 54(2):585-95. (IF: 3.920) Link | Download
  • 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. Dominant hemisphere lateralization of cortical parasympathetic control as revealed by frontotemporal dementia. Proceedings of the National Academy of Sciences 2016; 113(27):E2430-9.
    (IF: 9.674)
    Link | Download
  • Ng KK, Lo JC, Lim JKW, Chee MWL, Zhou J. Reduced functional segregation between the default mode network and the executive control network in healthy older adults: A longitudinal study. NeuroImage 2016; 133:321-330.
    (IF: 6.556) Link | Download
  • Mak A, Ho RC-M, Tng HY, Koh HL, Chong JSX, Zhou J. Early cerebral volume reductions and their associations with reduced lupus disease activity in patients with newly-diagnosed systemic lupus erythematosus. Scientific Reports 2016; 6:22231. (IF: 4.379) Link | Download
  • Ho NF, Iglesias JE, Sum MY, Kuswanto CN, Sitoh YY, deSouza J, Hong Z, Fischl B, Roffman J, Zhou J*, Sim K*, Holt D*. Progression from selective to general involvement of hippocampal subfields in schizophrenia. Molecular Psychiatry 2016; 22(1):142-52. (* Joint senior authors) (IF: 14.496)  Link | Download
  • Teipel S, Grothe MJ, Zhou J, Sepulcre J, Dyrba M, Sorg C, Babiloni, C. Measuring cortical connectivity in Alzheimer's disease as a brain neural network pathology: towards clinical applications. Journal of the International Neuropsychological Society 2016; 22(2):138-63. (IF: 3.234)  Link | Download
  • Yoncheva YN, Somandepalli K, Reiss PT, Kelly C, Martino AD, Lazar M, Zhou J, Milham MP, Castellanos FX. Mode of anisotropy reveals global diffusion alterations in attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry 2016; 55(2):137-45. (IF: 6.354)  Link | Download


  • Ho NF, Chong JS, Koh HL, Koukouna E, Lee TS, Fung D, Lim CG, Zhou J. Intrinsic Affective Network Is Impaired in Children with Attention-Deficit/Hyperactivity Disorder. PLoS One 2015: 10(9):e0139018. (IF: 3.234)  Link | Download
  • Hong Z, Ng KK, Sim SK, Ngeow MY, Zheng H, Lo JC, Chee MW, Zhou J. Differential age-dependent associations of gray matter volume and white matter integrity with processing speed in healthy older adults. NeuroImage 2015; 123:42-50.         (IF: 6.556)  Link | Download
  • Klauser P, Zhou J*, Lim JK, Poh JS, Zheng H, Tng HY, Krishnan R, Lee J, Keefe RS, Adcock RA, Wood SJ, Fornito A, Chee MW. Lack of Evidence for Regional Brain Volume or Cortical Thickness Abnormalities in Youths at Clinical High Risk for Psychosis: Findings From the Longitudinal Youth at Risk Study. Schizophrenia Bulletin 2015; 41(6):1285-93.
    (* Corresponding first author) (IF: 8.607)
     Link | Download
  • Susanto TA, Pua EP, Zhou J, Alzheimer's Disease Neuroimaging I. Cognition, brain atrophy, and cerebrospinal fluid biomarkers changes from preclinical to dementia stage of Alzheimer's disease and the influence of apolipoproteine.
    Journal of Alzheimer's Disease 2015; 45(1):253-68. (IF: 4.17)
     Link | Download


  • Mak E, Zhou J, Tan LC, Au WL, Sitoh YY, Kandiah N. Cognitive deficits in mild Parkinson's disease are associated with distinct areas of grey matter atrophy. Journal of Neurology, Neurosurgery, and Psychiatry 2014; 85(5):576-80.
    (IF: 4.924)
     Link | Download
  • Zhou J, Seeley WW. Network Dysfunction in Alzheimer's Disease and Frontotemporal Dementia: Implications for Psychiatry. Biological Psychiatry 2014; 75(7):565-73. (IF: 8.283)  Link | Download


  • Cortese S, Imperati D, Zhou J, Proal E, Klein RG, Mannuzza S, Ramos-Olazagasti MA, Milham MP, Kelly C, Castellanos FX. White Matter Alterations at 33-Year Follow-Up in Adults with Childhood Attention-Deficit/Hyperactivity Disorder. Biological Psychiatry 2013; 74(8):591-8. (IF: 8.283)  Link | Download
  • Gardner RC, Boxer AL, Trujillo A, Mirsky JB, Guo CC, Gennatas ED, Heuer HW, Fine E, Zhou J, Kramer JH, Miller BL, Seeley WW. Intrinsic connectivity network disruption in progressive supranuclear palsy. Ann Neurol 2013; 73(5):603-16.
    (IF: 11.089)
     Link | Download


  • Damoiseaux JS, Seeley WW, Zhou J, Shirer WR, Coppola G, Karydas A, Rosen HJ, Miller BL, Kramer JH, Greicius MD. Gender modulates the APOE ε4 effect in healthy older adults: Convergent evidence from functional brain connectivity and spinal fluid Tau levels. The Journal of Neuroscience 2012; 32(24):8254-62. (IF: 8.238)  Link | Download
  • Gennatas ED, Cholfin JA, Zhou J, Crawford RK, Sasaki DA, Karydas A, Boxer AL, Bonasera SJ, Rankin KP, Gorno-Tempini ML, Rosen HJ, Kramer JH, Weiner M, Miller BL, Seeley WW. COMT Val158Met genotype influences neurodegeneration within dopamine-innervated brain structures. Neurology 2012; 78(21):1663-9. (IF: 8.31)  Link | Download
  • Guo CC, Kurth F, Zhou J, Mayer EA, Eickhoff SB, Kramer JH, Seeley WW. One-year test-retest reliability of intrinsic connectivity network fMRI in older adults. NeuroImage 2012; 61(4):1471-83. (IF: 6.556)  Link | Download
  • Seeley WW, Zhou J, Kim EJ. Frontotemporal dementia: what can the behavioral variant teach us about human brain organization? Neuroscientist 2012; 18(4):373-85. (IF: 5.633)  Link | Download
  • Zhou J, Gennatas ED, Kramer JH, Miller BL, Seeley WW. Predicting Regional Neurodegeneration from the Healthy Brain Functional Connectome. Neuron 2012; 73(6):1216-27. (COVER ARTICLE, IF: 14.027)  Link | Download


  • Au WL, Zhou J, Palmes P, Sitoh YY, Tan LC, Rajapakse JC. Levodopa and the feedback process on set-shifting in Parkinson's disease. Human Brain Mapping 2011; 33(1):27-39. (IF: 5.107)  Link | Download
  • Imperati D, Colcombe S, Kelly C, Di Martino A, Zhou J, Castellanos FX, Milham MP. Differential development of human brain white matter tracts. PLoS One 2011; 6(8):e23437. (IF: 4.41)  Link | Download


  • Rohrer JD, Geser F, Zhou J, Gennatas ED, Sidhu M, Trojanowski JQ, Dearmond SJ, Miller BL, Seeley WW. TDP-43 subtypes are associated with distinct atrophy patterns in frontotemporal dementia. Neurology 2010; 75(24):2204-11.
    (IF: 8.31)
     Link | Download
  • Zhou J, Greicius MD, Gennatas ED, Growdon ME, Jang JY, Rabinovici GD, Kramer JH, Weiner M, Miller BL, Seeley WW. Divergent network connectivity changes in behavioural variant frontotemporal dementia and Alzheimer's disease. Brain 2010; 133(Pt 5):1352-67. (IF: 9.23)  Link | Download
  • Zielinski BA, Gennatas ED, Zhou J, Seeley WW. Network-level structural covariance in the developing brain. Proceedings of the National Academy of Sciences 2010; 107(42):18191-6. (IF: 9.771)  Link | Download

2005 - 2009

  • Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD. Neurodegenerative diseases target large-scale human brain networks. Neuron 2009; 62(1):42-52. (COVER ARTICLE, IF: 14.027)  Link | Download
  • Rajapakse JC, Wang Y, Zheng X, Zhou J. Probabilistic Framework for Brain Connectivity From Functional MR Images. IEEE Transactions on Medical Imaging 2008; 27(6):825-33. (IF: 3.545)  Link | Download
  • Zhou J, Rajapakse JC. Fuzzy approach to incorporate hemodynamic variability and contextual information for detection of brain activation. Neurocomputing 2008; 71(16-18):3184-92. (IF: 1.58)  Link | Download
  • Rajapakse JC, Zhou J. Learning effective brain connectivity with dynamic Bayesian networks. NeuroImage 2007;
    37(3):749-60. (IF: 6.556)  
    Link | Download
  • Zhou J, Rajapakse J. Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series. Neural Computing & Applications 2007; 16(6):541-9. (IF: 1.04)  Link | Download
  • Zhou J, Rajapakse JC. Segmentation of subcortical brain structures using fuzzy templates. NeuroImage 2005; 28(4):915-24. (IF: 6.556)  Link | Download