Prediction of Post-Operative Delirium in Older Adults from Preoperative Cognition and Alpha Power from Resting-State EEG.
Matthew NingAndrei RodionovJessica M RossRecep A OzdemirMaja BurchShu Jing LianDavid AlsopMichele CavallariBradford C DickersonTamara G FongRichard N JonesTowia A LibermannEdward R MarcantonioEmiliano SantarnecchiEva M SchmittAlexandra TouroutoglouThomas G TravisonLeah AckerMelody ReeseHaoqi SunBrandon WestoverMiles BergerAlvaro Pascual-LeoneSharon K InouyeMouhsin M Shafinull nullPublished in: medRxiv : the preprint server for health sciences (2024)
Predict postoperative delirium using pre-operative EEG alpha power and MoCA scores.Prediction performance improves over cognitive assessment alone.ROC-AUC, specificity, accuracy >90%, and sensitivity > 80%, in a validation cohort.Abnormalities in baseline EEG are a risk factor for postoperative delirium.