Resting-State EEG Signature of Early Consciousness Recovery in Comatose Traumatic Brain Injury Patients.

Ayham M AlkhachroumEmilia FloBrian ManolovitzHolly Marie Stradecki-CohanBerje ShammassianDanielle BassGabriela AklepiEsther MonexePardis GhamasaeeEvie SobczakDaniel SamanoAna Bolaños SaavedraNina MassadMohan KottapallyAmedeo MerendaJoacir Graciolli CordeiroJonathan JagidAndres M KannerTatjana RundekKristine O'PhelanJan ClaassenJacobo Sitt

Published in: Research square (2024)

We describe the rsEEG EEG signature in recovery of consciousness prior to discharge in comatose TBI patients. Resting-state EEG measures improved prediction beyond the clinical and imaging data.

Keyphrases

resting state
functional connectivity
traumatic brain injury
end stage renal disease
ejection fraction
newly diagnosed
cardiac arrest
peritoneal dialysis
working memory
prognostic factors
machine learning
electronic health record
mass spectrometry
deep learning
fluorescence imaging