Predictors of mortality in patients with isolated severe traumatic brain injury

M Strnad, V Borovnik Lesjak, V Vujanović… - Wiener Klinische …, 2017 - Springer
… Traumatic brain injury (TBI) is a leading cause of death and disability … mortality in patients
with TBI were developed, which also include patients with mild or moderate TBI and patients

Machine learning algorithms to predict in-hospital mortality in patients with traumatic brain injury

SD Hsu, E Chao, SJ Chen, DY Hueng, HY Lan… - Journal of Personalized …, 2021 - mdpi.com
… in-hospital mortality. Together these measures constitute the variable we expected to be a
significant predictor variable of mortality in our sample of traumatic brain injury patients. The …

Effects of intracranial pressure monitoring on mortality in patients with severe traumatic brain injury: a meta-analysis

L Shen, Z Wang, Z Su, S Qiu, J Xu, Y Zhou, A Yan… - PLoS …, 2016 - journals.plos.org
… The Brain Trauma Foundation (BTF) guidelines published in 2007 suggest some … traumatic
brain injury (TBI). However, some studies had not shown clinical benefit in patients with …

Acute alcohol exposure and risk of mortality of patients with traumatic brain injury: a systematic review and meta‐analysis

Q Ding, Z Wang, M Shen, Z Su… - Alcoholism: clinical and …, 2017 - Wiley Online Library
… Traumatic brain injury (TBI) is a primary mechanical injurybrain injuries, and it is usually
followed by a second injury … tissue as a consequence of the primary injury. In the United States, …

Prognostic value of coagulation tests for in-hospital mortality in patients with traumatic brain injury

Q Yuan, J Yu, X Wu, Y Sun, Z Li, Z Du, X Wu… - Scandinavian journal of …, 2018 - Springer
patients developed coagulopathy after iTBI. The prevalence of acute traumatic coagulopathy
is associated with the severity of brain injury… to the severity of brain injury, significance being …

Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach

A Abujaber, A Fadlalla, D Gammoh… - BMC medical informatics …, 2020 - Springer
… The study aimed to introduce a machine learning model that predicts in-hospital mortality in
patients on mechanical ventilation (MV) following moderate to severe traumatic brain injury (…

Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

A Abujaber, A Fadlalla, D Gammoh… - Scandinavian journal of …, 2020 - Springer
… to predict the in-hospital mortality for patients who sustained Traumatic Brain Injury (TBI). …
Traumatic Brain Injury (TBI) is defined as the brain injury that is caused by external trauma [1]. …

Epidemiological and clinical characteristics predictive of ICU mortality of patients with traumatic brain injury treated at a trauma referral hospital–a cohort study

Á Réa-Neto, ED da Silva Júnior, G Hassler… - BMC neurology, 2023 - Springer
… In this study, the mortality rate for patients with TBI was 27.6%. … of brain injuries identified
on CT, and the presence of associated chest trauma were independent predictors of mortality. …

Rotterdam and Marshall scores for prediction of in-hospital mortality in patients with traumatic brain injury: an observational study

M Asim, A El-Menyar, A Parchani, S Nabir… - Brain injury, 2021 - Taylor & Francis
… of all patients with traumatic brain injury who were … patients with acute traumatic brain injury
who had a head CT scan during the initial presentation were included in the study. Patients

Comparison of two simple models for prediction of short term mortality in patients after severe traumatic brain injury

MAKB Rached, JG Gaudet, C Delhumeau, B Walder - Injury, 2019 - Elsevier
… The subscale motor score of Glasgow Coma Scale (msGCS) and the Abbreviated Injury
Score of head region (HAIS) are validated prognostic factors in traumatic brain injury (TBI). The …