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Vincent Frouin

2 papers in the library · 3 citations · publishing 2024

Papers

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Deep learning models reveal the link between dynamic brain connectivity patterns and states of consciousness.

Scientific Reports December 30, 2024 Chloé Gomez, Lynn Uhrig, Vincent Frouin et al. 2 citations

Decoding states of consciousness from brain activity is a central challenge in neuroscience. Dynamic functional connectivity (dFC) allows the study of short-term temporal changes in functional connectivity (FC) between distributed brain areas. By clustering dFC matrices from resting-state fMRI, we previously described "brain patterns" that underlie different functional configurations of the...

Revisiting the standard for modeling functional brain network activity: Application to consciousness.

PLoS One 2024 Antoine Grigis, Chloé Gomez, Vincent Frouin et al. 1 citation

Functional connectivity (FC) of resting-state fMRI time series can be estimated using methods that differ in their temporal sensitivity (static vs. dynamic) and the number of regions included in the connectivity estimation (derived from a prior atlas). This paper presents a novel framework for identifying and quantifying resting-state networks using resting-state fMRI recordings. The study...