TY - JOUR
T1 - Connecting brain and behavior in clinical neuroscience: A network approach
T2 - A network approach
AU - Blanken, T.F.
AU - Bathelt, J.
AU - Deserno, M.K.
AU - Voge, L.
AU - Borsboom, D.
AU - Douw, L.
N1 - Funding Information: This work was supported by a BIAL Foundation grant 284/20 awarded to TF Blanken and an NWO Vidi grant 198.015 awarded to L Douw. Publisher Copyright: © 2021 The Author(s) Copyright: Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/11/1
Y1 - 2021/11/1
N2 - In recent years, there has been an increase in applications of network science in many different fields. In clinical neuroscience and psychopathology, the developments and applications of network science have occurred mostly simultaneously, but without much collaboration between the two fields. The promise of integrating these network applications lies in a united framework to tackle one of the fundamental questions of our time: how to understand the link between brain and behavior. In the current overview, we bridge this gap by introducing conventions in both fields, highlighting similarities, and creating a common language that enables the exploitation of synergies. We provide research examples in autism research, as it accurately represents research lines in both network neuroscience and psychological networks. We integrate brain and behavior not only semantically, but also practically, by showcasing three methodological avenues that allow to combine networks of brain and behavioral data. As such, the current paper offers a stepping stone to further develop multi-modal networks and to integrate brain and behavior.
AB - In recent years, there has been an increase in applications of network science in many different fields. In clinical neuroscience and psychopathology, the developments and applications of network science have occurred mostly simultaneously, but without much collaboration between the two fields. The promise of integrating these network applications lies in a united framework to tackle one of the fundamental questions of our time: how to understand the link between brain and behavior. In the current overview, we bridge this gap by introducing conventions in both fields, highlighting similarities, and creating a common language that enables the exploitation of synergies. We provide research examples in autism research, as it accurately represents research lines in both network neuroscience and psychological networks. We integrate brain and behavior not only semantically, but also practically, by showcasing three methodological avenues that allow to combine networks of brain and behavioral data. As such, the current paper offers a stepping stone to further develop multi-modal networks and to integrate brain and behavior.
KW - Behavior
KW - Brain
KW - Clinical neuroscience
KW - Graph theory
KW - Network science
KW - Psychopathology
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U2 - https://doi.org/10.1016/j.neubiorev.2021.07.027
DO - https://doi.org/10.1016/j.neubiorev.2021.07.027
M3 - Review article
C2 - 34324918
SN - 0149-7634
VL - 130
SP - 81
EP - 90
JO - Neuroscience and Biobehavioral Reviews
JF - Neuroscience and Biobehavioral Reviews
ER -