Principles and open questions in functional brain network reconstruction

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A2 Katsausartikkeli tieteellisessä aikakauslehdessä
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Authors

Date

2021-08-01

Department

Department of Computer Science

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Language

en

Pages

32

Series

Human Brain Mapping, Volume 42, issue 11, pp. 3680-3711

Abstract

Graph theory is now becoming a standard tool in system-level neuroscience. However, endowing observed brain anatomy and dynamics with a complex network representation involves often covert theoretical assumptions and methodological choices which affect the way networks are reconstructed from experimental data, and ultimately the resulting network properties and their interpretation. Here, we review some fundamental conceptual underpinnings and technical issues associated with brain network reconstruction, and discuss how their mutual influence concurs in clarifying the organization of brain function.

Description

| openaire: EC/H2020/851255/EU//ARCTIC

Keywords

brain dynamics, brain topology, edges, functional imaging, functional networks, nodes, resting state, structure–function relationship, temporal networks

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DOI

10.1002/hbm.25462

Citation

Korhonen, O, Zanin, M & Papo, D 2021, 'Principles and open questions in functional brain network reconstruction', Human Brain Mapping, vol. 42, no. 11, pp. 3680-3711. https://doi.org/10.1002/hbm.25462

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https://urn.fi/URN:NBN:fi:aalto-202106097294

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[article-cris] Perustieteiden korkeakoulu / SCI