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Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging.

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Title: Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging.
Authors: Benkarim O; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada., Paquola C; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Institute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Jülich, Germany., Park BY; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Department of Data Science, Inha University, Incheon, South Korea.; Center for Neuroscience Imaging Research, Institute for Basic Science, Sungkyunkwan University, Suwon, South Korea., Kebets V; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada., Hong SJ; Center for Neuroscience Imaging Research, Institute for Basic Science, Sungkyunkwan University, Suwon, South Korea.; Center for the Developing Brain, Child Mind Institute, New York, New York, United States of America.; Department of Biomedical Engineering, Sungkyunkwan University, Suwon, South Korea., Vos de Wael R; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada., Zhang S; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), National University of Singapore, Singapore, Singapore.; N.1 Institute for Health & Institute for Digital Medicine (WisDM), National University of Singapore, Singapore, Singapore., Yeo BTT; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), National University of Singapore, Singapore, Singapore.; N.1 Institute for Health & Institute for Digital Medicine (WisDM), National University of Singapore, Singapore, Singapore., Eickenberg M; Flatiron Institute, New York, New York, United States of America., Ge T; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States of America., Poline JB; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada., Bernhardt BC; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada., Bzdok D; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Canada.; School of Computer Science, McGill University, Montreal, Canada.; Mila-Quebec Artificial Intelligence Institute, Montreal, Canada.
Source: PLoS biology [PLoS Biol] 2022 Apr 29; Vol. 20 (4), pp. e3001627. Date of Electronic Publication: 2022 Apr 29 (Print Publication: 2022).
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101183755 Publication Model: eCollection Cited Medium: Internet ISSN: 1545-7885 (Electronic) Linking ISSN: 15449173 NLM ISO Abbreviation: PLoS Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging.
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  Data: <searchLink fieldCode="AU" term="%22Benkarim+O%22">Benkarim O</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Paquola+C%22">Paquola C</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Institute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Jülich, Germany.<br /><searchLink fieldCode="AU" term="%22Park+BY%22">Park BY</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Department of Data Science, Inha University, Incheon, South Korea.; Center for Neuroscience Imaging Research, Institute for Basic Science, Sungkyunkwan University, Suwon, South Korea.<br /><searchLink fieldCode="AU" term="%22Kebets+V%22">Kebets V</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Hong+SJ%22">Hong SJ</searchLink>; Center for Neuroscience Imaging Research, Institute for Basic Science, Sungkyunkwan University, Suwon, South Korea.; Center for the Developing Brain, Child Mind Institute, New York, New York, United States of America.; Department of Biomedical Engineering, Sungkyunkwan University, Suwon, South Korea.<br /><searchLink fieldCode="AU" term="%22Vos+de+Wael+R%22">Vos de Wael R</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Zhang+S%22">Zhang S</searchLink>; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), National University of Singapore, Singapore, Singapore.; N.1 Institute for Health & Institute for Digital Medicine (WisDM), National University of Singapore, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Yeo+BTT%22">Yeo BTT</searchLink>; Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.; Centre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), National University of Singapore, Singapore, Singapore.; N.1 Institute for Health & Institute for Digital Medicine (WisDM), National University of Singapore, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Eickenberg+M%22">Eickenberg M</searchLink>; Flatiron Institute, New York, New York, United States of America.<br /><searchLink fieldCode="AU" term="%22Ge+T%22">Ge T</searchLink>; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Poline+JB%22">Poline JB</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Bernhardt+BC%22">Bernhardt BC</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.<br /><searchLink fieldCode="AU" term="%22Bzdok+D%22">Bzdok D</searchLink>; McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), Faculty of Medicine, McGill University, Montreal, Canada.; Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, Canada.; School of Computer Science, McGill University, Montreal, Canada.; Mila-Quebec Artificial Intelligence Institute, Montreal, Canada.
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  Data: <searchLink fieldCode="JN" term="%22101183755%22">PLoS biology</searchLink> [PLoS Biol] 2022 Apr 29; Vol. 20 (4), pp. e3001627. <i>Date of Electronic Publication: </i>2022 Apr 29 (<i>Print Publication: </i>2022).
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