PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective …

F Nasrallah, J Bellapart, J Walsham, E Jacobson… - BMJ open, 2023 - bmjopen.bmj.com
Introduction Traumatic brain injury (TBI) is a heterogeneous condition with a broad spectrum
of injury severity, pathophysiological processes and variable outcomes. For moderate-to …

Assessing the severity of traumatic brain injury—time for a change?

O Tenovuo, R Diaz-Arrastia, LE Goldstein… - Journal of clinical …, 2021 - mdpi.com
Traumatic brain injury (TBI) has been described to be man's most complex disease, in man's
most complex organ. Despite this vast complexity, variability, and individuality, we still …

[HTML][HTML] Development of prognostic models for patients with traumatic brain injury: a systematic review

J Gao, Z Zheng - International journal of clinical and experimental …, 2015 - ncbi.nlm.nih.gov
Outcome prediction following traumatic brain injury (TBI) is a widely investigated field of
research. Several outcome prediction models have been developed for prognosis after TBI …

Machine learning to predict three types of outcomes after traumatic brain injury using data at admission: A multi-center study for development and validation

K Matsuo, H Aihara, Y Hara, A Morishita… - Journal of …, 2023 - liebertpub.com
The difficulty of accurately identifying patients who would benefit from promising treatments
makes it challenging to prove the efficacy of novel treatments for traumatic brain injury (TBI) …

Multivariate outcome prediction in traumatic brain injury with focus on laboratory values

DW Nelson, A Rudehill, RM MacCallum… - Journal of …, 2012 - liebertpub.com
Traumatic brain injury (TBI) is a major cause of morbidity and mortality. Identifying factors
relevant to outcome can provide a better understanding of TBI pathophysiology, in addition …

Early prognosis in traumatic brain injury: from prophecies to predictions

HF Lingsma, B Roozenbeek, EW Steyerberg… - The Lancet …, 2010 - thelancet.com
Traumatic brain injury (TBI) is a heterogeneous condition that encompasses a broad
spectrum of disorders. Outcome can be highly variable, particularly in more severely injured …

Outcome prediction in moderate and severe traumatic brain injury: a focus on computed tomography variables

B Jacobs, T Beems, TM van der Vliet, AB van Vugt… - Neurocritical care, 2013 - Springer
Background With this study we aimed to design validated outcome prediction models in
moderate and severe traumatic brain injury (TBI) using demographic, clinical, and …

Selection of CT variables and prognostic models for outcome prediction in patients with traumatic brain injury

D Khaki, V Hietanen, A Corell, HO Hergès… - Scandinavian journal of …, 2021 - Springer
Background Traumatic brain injuries (TBI) are associated with high risk of morbidity and
mortality. Early outcome prediction in patients with TBI require reliable data input and stable …

[HTML][HTML] Predictive model for early functional outcomes following acute care after traumatic brain injuries: A machine learning-based development and validation study

M Zhang, M Guo, Z Wang, H Liu, X Bai, S Cui, X Guo… - Injury, 2023 - Elsevier
Introduction Few studies on early functional outcomes following acute care after traumatic
brain injury (TBI) are available. The aim of this study was to develop and validate a …

Transforming research and clinical knowledge in traumatic brain injury pilot: multicenter implementation of the common data elements for traumatic brain injury

JK Yue, MJ Vassar, HF Lingsma, SR Cooper… - Journal of …, 2013 - liebertpub.com
Traumatic brain injury (TBI) is among the leading causes of death and disability worldwide,
with enormous negative social and economic impacts. The heterogeneity of TBI combined …