Development and validation of a prehospital-stage prediction tool for traumatic brain injury: a multicentre retrospective cohort study in Korea.

Yeongho ChoiJeong Ho ParkKi Jeong HongYoung Sun RoKyoung Jun SongSang Do Shin

Published in: BMJ open (2022)

Our results inform the diagnosis and prognosis of TBI. Machine learning models resulted in significant performance improvement over that with logistic regression analyses, and the best performing model was EN.

Keyphrases

traumatic brain injury
machine learning
cardiac arrest
severe traumatic brain injury
clinical trial
study protocol
artificial intelligence
big data
trauma patients
deep learning
randomized controlled trial