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]. …

Association between prehospital end-tidal carbon dioxide levels and mortality in patients with suspected severe traumatic brain injury

SM Bossers, F Mansvelder, SA Loer, C Boer… - Intensive care …, 2023 - Springer
… and morbidity, and these patients are frequently intubated in the … CO 2 and derangements
might induce further brain damage. We … mortality in patients with severe traumatic brain injury. …

End-tidal to arterial carbon dioxide gradient is associated with increased mortality in patients with traumatic brain injury: a retrospective observational study

P Doppmann, L Meuli, SJM Sollid, M Filipovic… - Scientific reports, 2021 - nature.com
… in the treatment of severe traumatic brain injury. These are currently … mortality. We conducted
a retrospective observational cohort study of consecutive patients with traumatic brain injury

Casemix, management, and mortality of patients receiving emergency neurosurgery for traumatic brain injury in the Global Neurotrauma Outcomes Study: a …

D Clark, A Joannides, AO Adeleye, AH Bajamal… - The Lancet …, 2022 - thelancet.com
Background Traumatic brain injury (TBI) is increasingly recognised as being responsible for
a substantial proportion of the global burden of disease. Neurosurgical interventions are an …

The predictive value of RDW in AKI and mortality in patients with traumatic brain injury

RR Wang, M He, XF Ou, XQ Xie… - Journal of clinical …, 2020 - Wiley Online Library
… acute kidney injury (AKI) in several clinical settings. The aim of this study was to explore
whether RDW is associated with outcome and AKI in patients with traumatic brain injury (TBI). …

Lactate albumin ratio is associated with mortality in patients with moderate to severe traumatic brain injury

R Wang, M He, F Qu, J Zhang, J Xu - Frontiers in Neurology, 2022 - frontiersin.org
… Traumatic brain injury (TBI), defined as an alteration of brain function or other evidence of
brain pathology due to external force, is a serious public health problem worldwide (1). Over …

Traumatic brain injury—the effects of patient age on treatment intensity and mortality

O Skaansar, C Tverdal, PA Rønning, K Skogen… - BMC neurology, 2020 - Springer
… outcome after traumatic brain injury (TBI). … patient outcomes by studying the intensity of
diagnostic procedures, treatment, and overall 30-day mortality in different age groups of patients

Traumatic brain injury related hospitalizations: factors associated with in-hospital mortality among elderly patients hospitalized with a TBI

IH Gwarzo, M Perez-Patron, X Xu, T Radcliff… - Brain injury, 2021 - Taylor & Francis
Background: This study aims to describe TBI-related hospitalizations for the whole population
and identify factors associated with in-hospital mortality among elderly (≥65 years) …

The Significance of Intracranial Pressure Monitoring for Reducing Mortality in Patients with Traumatic Brain Injury: A Systematic Review and Meta‐Analysis

N Han, F Yang, X Zhang - Computational and Mathematical …, 2022 - Wiley Online Library
… the Brain Trauma Foundation (BTF) for treating patients with … to the relationship between
mortality in TBI patients and ICP … on the mortality of patients with traumatic brain injury (TBI). …