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Open Access

Peer-reviewed

Research Article

Interpretable prediction of brain activity during conversations from multimodal behavioral signals

Youssef Hmamouche,

Roles Conceptualization, Methodology, Writing – original draft

Affiliation International Artificial Intelligence Center of Morocco, University Mohammed VI Polytechnique, Rabat, Morocco
⨯
Magalie Ochs,

Roles Conceptualization, Supervision

Affiliation LIS UMR 7020, CNRS, Aix Marseille Université, Université de Toulon, Marseille, France
⨯
Laurent Prévot,

Roles Conceptualization, Supervision

Affiliation LPL UMR 7309, CNRS, Aix Marseille Université, Marseille, France
⨯
Thierry Chaminade

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: thierry.chaminade@univ-amu.fr

Affiliation INT UMR 7289, CNRS, Aix Marseille Université, Marseille, France

https://orcid.org/0000-0003-4952-1467

⨯

Interpretable prediction of brain activity during conversations from multimodal behavioral signals

Youssef Hmamouche,
Magalie Ochs,
Laurent Prévot,
Thierry Chaminade

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Published: March 21, 2024
https://doi.org/10.1371/journal.pone.0284342

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Functional magnetic resonance imaging
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Acoustic signals
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Speech
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Forecasting
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Social cognition
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Behavior
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Machine learning
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