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个人简介
My research programme is guided by the widely resisted idea that the human brain is too complex to be rendered either intelligible or actionable by the parsimonious, low-dimensional models dominant in the field. If clinical translation is the ultimate objective, this position compels a two-pronged approach at either extremes of data-scale: single-subject studies employing individually adaptive models and interventions, and large-scale studies employing high-dimensional inference powered by machine learning. It also compels a methodological flexibility, targeting clinical, scientific, or operational objectives as the fastest route to impact dictates.
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论文共 204 篇作者统计合作学者相似作者
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BRAINno. 3 (2024): 752-754
Adriano Koshiyama,Emre Kazim,Philip Treleaven, Pete Rai,Lukasz Szpruch, Giles Pavey, Ghazi Ahamat,Franziska Leutner,Randy Goebel,Andrew Knight, Janet Adams, Christina Hitrova,
crossref(2024)
James K. Ruffle,Michelle Henderson,Cho Ee Ng, Trevor Liddle,Amy P. K. Nelson,Parashkev Nachev,Charles H Knowles,Yan Yiannakou
medrxiv(2024)
Adriano Koshiyama,Emre Kazim,Philip Treleaven, Pete Rai, Lukasz Szpruch, Giles Pavey, Ghazi Ahamat,Franziska Leutner,Randy Goebel,Andrew Knight, Janet Adams, Christina Hitrova,
Royal Society Open Scienceno. 5 (2024)
Adriano Koshiyama,Emre Kazim,Philip Treleaven, Pete Rai,Lukasz Szpruch, Giles Pavey, Ghazi Ahamat,Franziska Leutner,Randy Goebel,Andrew Knight, Janet Adams, Christina Hitrova,
crossref(2024)
Beatriz Sanchez-Moreno,Linda Zhang, Gloria Mateo,Fernando Moldenhauer,Mikael Brudfors,John Ashburner,Parashkev Nachev,Diego Real de Asua,Bryan A. Strange
ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGYno. 1 (2024): 143-155
biorxiv(2024)
Dominic Giles,Robert Gray,Chris Foulon,Guilherme Pombo,Tianbo Xu,James K. Ruffle, H. Rolf Jager,Jorge Cardoso,Sebastien Ourselin,Geraint Rees,Ashwani Jha,Parashkev Nachev
NeuroImage (2024): 120600-120600
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