Machine Learning for Predicting Discharge Disposition After Traumatic Brain Injury.

Nihal SatyadevPranav I WarmanAndreas SeasBrad J KollsMichael M HaglundAnthony T FullerTimothy W Dunn

Published in: Neurosurgery (2022)

Our group presents high-performing ML models to predict trichotomized discharge disposition. These models can assist in optimization of patient triage and treatment, especially in cases of mild and moderate TBI.

Keyphrases

machine learning
emergency department
traumatic brain injury
case report
high intensity
deep learning
severe traumatic brain injury
combination therapy
mild traumatic brain injury
smoking cessation