A deep learning approach to estimating initial conditions of Brain Network Models in reference to measured fMRI data.

Kashyap, Amrit; Plis, Sergey; Ritter, Petra; Keilholz, Shella

Kashyap, Amrit; Plis, Sergey; Ritter, Petra; Keilholz, Shella.

Afiliação

Kashyap A; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
Plis S; Department of Neurology with Experimental Neurology, Brain Simulation Section, Charité - Universitätsmedizin Berlin, corporate member of Freie Universitat Berlin and Humboldt-Universitat zu Berlin, Berlin, Germany.
Ritter P; Department of Computer Science, Georgia State University, Atlanta, GA, United States.
Keilholz S; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.

Front Neurosci ; 17: 1159914, 2023.

Article em En | MEDLINE | ID: mdl-37529235

Palavras-chave

Brain Network Model; Neural ODEs; deep learning; fMRI; initial condition

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Front Neurosci Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Alemanha

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