Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
paper
published
neuroscience
EEG
machine learning
disorders of consciousness
neurology
EEG as a clinically robust tool for complementing diagnosis of disorders of consciousnes
Summary
For a discussion of the neurophysiological implications, please consider the companion article by Rodika Sokoliuk and Damian Cruse.
Should you have no time to read the paper, this Twitter thread gives you the gist:
Citation
@article{engemann2018robust,
title={Robust EEG-based cross-site and cross-protocol classification of states of consciousness},
author={Engemann, Denis A and Raimondo, Federico and King, Jean-R{\'e}mi and Rohaut, Benjamin and Louppe, Gilles and Faugeras, Fr{\'e}d{\'e}ric and Annen, Jitka and Cassol, Helena and Gosseries, Olivia and Fernandez-Slezak, Diego and others},
journal={Brain},
volume={141},
number={11},
pages={3179--3192},
year={2018},
publisher={Oxford University Press}
}