Machine Learning Applications in Traumatic Brain Injury Diagnosis and Prognosis: A Spotlight on Mild TBI and CT Imaging

H Ellethy, SS Chandra, V Vegh - arXiv preprint arXiv:2401.03621, 2024 - arxiv.org
Traumatic Brain Injury (TBI) poses a significant global public health challenge, contributing
to high morbidity and mortality rates and placing a substantial economic burden on …

Machine learning models for predicting in-hospital outcomes after non-surgical treatment among patients with moderate-to-severe traumatic brain injury

A Yin, Y He, X Zhang, Z Fei, W Lin, B Song - Journal of Clinical …, 2024 - Elsevier
Aim This study aims to develop prediction models for in-hospital outcomes after non-surgical
treatment among patients with moderate-to-severe traumatic brain injury (TBI). Method We …

Machine learning prediction models for in-hospital postoperative functional outcome after moderate-to-severe traumatic brain injury

A Yin, X Zhang, Y He, J Zhao, X Zhang, Z Fei… - European Journal of …, 2024 - Springer
Aim This study aims to utilize machine learning (ML) and logistic regression (LR) models to
predict surgical outcomes among patients with traumatic brain injury (TBI) based on …