Multimodal Prediction of 3- and 12-Month Outcomes in ICU Patients with Acute Disorders of Consciousness.

Moshgan AmiriFederico RaimondoPatrick M FisherMelita Cacic HribljanAnnette SidarosMarwan H OthmanIvan ZibrandtsenOve BergdalMaria Louise FabritiusAdam Espe HansenChristian HassagerJoan Lilja S HøjgaardHelene Ravnholt JensenNiels Vendelbo KnudsenEmilie Lund LaursenJacob E MøllerVardan NersesjanMiki NicolicSigurdur Thor SigurdssonJacobo D SittChristine SøllingKaren Lise WellingLisette M WillumsenJohn HauerbergVibeke Andrée LarsenMartin Ejler FabriciusGitte Moos KnudsenJesper KjærgaardKirsten MøllerDaniel Kondziella

Published in: Neurocritical care (2023)

Our results indicate that EEG and fMRI features and readily available clinical data predict short-term outcome of patients with acute DoC and that EEG also predicts 12-month outcome after ICU discharge.

Keyphrases

resting state
functional connectivity
intensive care unit
mechanical ventilation
working memory
electronic health record
big data
pain management
type diabetes
acute respiratory distress syndrome
metabolic syndrome
artificial intelligence
chronic pain
glycemic control