Multisite medical record review of emergency department visits for traumatic brain injury.

Barbara Alison GabellaJeanne E HathawayBeth HumeJewell JohnsonJulia F CostichSvetla SlavovaAnn Y Liu

Published in: Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention (2021)

ICD-10-CM codes for traumatic intracranial injury demonstrated high PPVs for capturing true TBI in different healthcare settings. The algorithm for TBI certainty may need refinement, because it yielded moderate-to-high PPVs for records with skull fracture codes that lacked intracranial injury codes.

Keyphrases

traumatic brain injury
healthcare
emergency department
severe traumatic brain injury
spinal cord injury
machine learning
deep learning
high intensity
drug induced