Commentary: Correction procedures in brain-age prediction.
作者信息
de Lange Ann-Marie G, Cole James H
机构信息
Department of Psychiatry, University of Oxford, Oxford, UK; Department of Psychology, University of Oslo, Oslo, Norway; NORMENT, Institute of Clinical Medicine, University of Oslo, & Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK; Dementia Research Centre, Institute of Neurology, University College London, London, UK.
出版信息
Neuroimage Clin. 2020;26:102229. doi: 10.1016/j.nicl.2020.102229. Epub 2020 Feb 24.
Abstract
摘要
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3
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