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Developing a multi-modal neuroimaging-based BrainAge model across childhood.

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Title: Developing a multi-modal neuroimaging-based BrainAge model across childhood.
Authors: Chan SY; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Huang P; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Teh AL; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Naaz A; Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Chuah JSM; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Ngoh ZM; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Lee J; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore., Manahan AMA; Department of Diagnostic Imaging, National University Health System, Singapore, Singapore., Lim XYH; School of Social Sciences, Nanyang Technological University, Singapore, Singapore., Fortier MV; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Department of Diagnostic and Interventional Imaging, KK Women's and Children's Hospital, Singapore, Singapore.; Duke-NUS Medical School, Singapore, Singapore., Zhou HJ; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Integrative Sciences and Engineering Programme, National University of Singapore, Singapore., Yeo BTT; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Integrative Sciences and Engineering Programme, National University of Singapore, Singapore.; N.1 Institute for Health, National University of Singapore, Singapore, Singapore.; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts, United States., Chong YS; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Obstetrics & Gynaecology, National University Health System, Singapore., Gluckman P; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Liggins Institute, University of Auckland, Auckland, New Zealand., Eriksson J; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Obstetrics & Gynaecology, National University Health System, Singapore.; Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.; Folkhälsan Research Centre, Folkhälsan, Helsinki, Finland., Dorajoo R; Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore., Wang D; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; National Heart & Lung Institute, Imperial College London, London, United Kingdom., Meaney MJ; Douglas Hospital Research Centre, Department of Psychiatry, McGill University, Montreal, Canada., Tan AP; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Department of Diagnostic Imaging, National University Health System, Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Yeo Boon Khim Mind Science Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Source: BioRxiv : the preprint server for biology [bioRxiv] 2026 May 19. Date of Electronic Publication: 2026 May 19.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Developing a multi-modal neuroimaging-based BrainAge model across childhood.
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  Data: <searchLink fieldCode="AU" term="%22Chan+SY%22">Chan SY</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Huang+P%22">Huang P</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Teh+AL%22">Teh AL</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Naaz+A%22">Naaz A</searchLink>; Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Chuah+JSM%22">Chuah JSM</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Ngoh+ZM%22">Ngoh ZM</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Manahan+AMA%22">Manahan AMA</searchLink>; Department of Diagnostic Imaging, National University Health System, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Lim+XYH%22">Lim XYH</searchLink>; School of Social Sciences, Nanyang Technological University, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Fortier+MV%22">Fortier MV</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Department of Diagnostic and Interventional Imaging, KK Women's and Children's Hospital, Singapore, Singapore.; Duke-NUS Medical School, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Zhou+HJ%22">Zhou HJ</searchLink>; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Integrative Sciences and Engineering Programme, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Yeo+BTT%22">Yeo BTT</searchLink>; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Integrative Sciences and Engineering Programme, National University of Singapore, Singapore.; N.1 Institute for Health, National University of Singapore, Singapore, Singapore.; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts, United States.<br /><searchLink fieldCode="AU" term="%22Chong+YS%22">Chong YS</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Obstetrics & Gynaecology, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Gluckman+P%22">Gluckman P</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Liggins Institute, University of Auckland, Auckland, New Zealand.<br /><searchLink fieldCode="AU" term="%22Eriksson+J%22">Eriksson J</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Department of Obstetrics & Gynaecology, National University Health System, Singapore.; Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.; Folkhälsan Research Centre, Folkhälsan, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Dorajoo+R%22">Dorajoo R</searchLink>; Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Wang+D%22">Wang D</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; National Heart & Lung Institute, Imperial College London, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Meaney+MJ%22">Meaney MJ</searchLink>; Douglas Hospital Research Centre, Department of Psychiatry, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Tan+AP%22">Tan AP</searchLink>; Institute for Human Development and Potential, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.; Department of Diagnostic Imaging, National University Health System, Singapore, Singapore.; Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.; Yeo Boon Khim Mind Science Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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