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Dissociable default-mode subnetworks subserve childhood attention and cognitive flexibility: Evidence from deep learning and stereotactic electroencephalography.

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第一作者： Nebras M,Warsi

第一单位： Division of Neurosurgery, The Hospital for Sick Children, 555 University Ave., Toronto, Ontario, Canada; Department of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.

作者： Nebras M,Warsi ^[1] ; Simeon M,Wong ^[2] ; Jürgen,Germann ^[3] ; Alexandre,Boutet ^[4] ; Olivia N,Arski ^[5] ; Ryan,Anderson ^[6] ; Lauren,Erdman ^[7] ; Han,Yan ^[8] ; Hrishikesh,Suresh ^[1] ; Flavia Venetucci,Gouveia ^[5] ; Aaron,Loh ^[4] ; Gavin J B,Elias ^[4] ; Elizabeth,Kerr ^[9] ; Mary Lou,Smith ^[9] ; Ayako,Ochi ^[8] ; Hiroshi,Otsubo ^[8] ; Roy,Sharma ^[8] ; Puneet,Jain ^[8] ; Elizabeth,Donner ^[8] ; Andres M,Lozano ^[3] ; O Carter,Snead ^[8] ; George M,Ibrahim ^[10]

作者单位： Division of Neurosurgery, The Hospital for Sick Children, 555 University Ave., Toronto, Ontario, Canada; Department of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada. ^[1] Department of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada; Program in Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Ontario, Canada. ^[2] Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada. ^[3] Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada; Joint Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada. ^[4] Program in Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Ontario, Canada. ^[5] Maerospace Corporation, Waterloo, Ontario, Canada. ^[6] Vector Institute for Artificial Intelligence, University Health Network, Toronto, Ontario, Canada. ^[7] Division of Neurosurgery, The Hospital for Sick Children, 555 University Ave., Toronto, Ontario, Canada. ^[8] Department of Psychology, The Hospital for Sick Children, University of Toronto, 555 University Ave., Toronto, Ontario, Canada, M5G 1X8. ^[9] Division of Neurosurgery, The Hospital for Sick Children, 555 University Ave., Toronto, Ontario, Canada; Department of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada; Program in Neuroscience and Mental Health, Hospital for Sick Children, Toronto, Ontario, Canada. Electronic address: george.ibrahim@sickkids.ca. ^[10]

关键词 ADHD Attention Deep learning Default mode network Shapley values