Advancing polytrauma care: developing and validating machine learning models for early mortality prediction

W He, X Fu, S Chen - Journal of Translational Medicine, 2023 - Springer
Background Rapid identification of high-risk polytrauma patients is crucial for early
intervention and improved outcomes. This study aimed to develop and validate machine …

[HTML][HTML] Glasgow coma scale versus physiologic scoring Systems in Predicting the outcome of ICU admitted trauma patients; a diagnostic accuracy study

S Khari, M Zandi, M Yousefifard - Archives of academic emergency …, 2022 - ncbi.nlm.nih.gov
Methods: This diagnostic accuracy study was conducted on multiple trauma patients
admitted to the intensive care units of two hospitals in Tehran, Iran, from 21 November 2020 …

Correlation of preoperative inflammatory factors and emotional disorders with postoperative delirium in patients with craniocerebral trauma

P Cao, ZY Jia, T Zheng, T Mei - World Journal of Psychiatry, 2024 - pmc.ncbi.nlm.nih.gov
BACKGROUND Traumatic brain injury (TBI) imposes a substantial societal and familial
burden due to its high disability and fatality rates, rendering it a serious public health …

Validation of motor component of Glasgow coma scale in lieu of total Glasgow coma scale as a pediatric trauma field triage tool

SE Yap, HC Wong, SL Chong, S Ganapathy… - The American Journal of …, 2024 - Elsevier
Introduction Prehospital trauma triage and disability assessment of pediatric patients can be
challenging on the field, especially in the pre-verbal age group. It would be useful if the …

Predictive value of the quick Sequential Organ Failure Assessment Score (qSOFA) for in-hospital mortality in adult trauma patients

F Heydari, R Azizkhani… - Archives of Trauma …, 2023 - archtrauma.kaums.ac.ir
Background: Recognizing and determining severe trauma is essential for choosing the
appropriate treatment strategy. Objectives: The aim of this study was to find the predictive …

Predicting factors associated with in-hospital mortality in severe multiple-trauma patients

N Noori Roodsari, F Heydari… - Archives of Trauma …, 2022 - archtrauma.kaums.ac.ir
Background and Objectives: Traumatic injuries have become a health problem worldwide,
especially in low-to middle-income countries. Therefore, this study was conducted to identify …

Prognostic Value of ISS and TRISS Scores in Tunisian Terrorism Victims

K Bahrini, H Horchani, S Boughariou, A Rebai… - Military …, 2024 - academic.oup.com
Introduction Injuries caused by terrorism attacks are one of the urgent problems of the
society and the health system. In this work, we aimed to assess the injury severity score …

[Retracted] Development of a Nomogram Model to Predict in‐Hospital Survival in Patients with Multiple Trauma

L Ling, W Zhang, Q Peng, J Tong - … and Mathematical Methods …, 2022 - Wiley Online Library
Background. Herein, we purposed to establish a nomogram model capable of assessing the
probability of in‐hospital survival in patients with multiple trauma. Methods. Our retrospective …

A Review of Scoring Systems for Predicting Trauma Mortality in Iran

M Meraji, M Talebi Daluee, H Tabesh… - Journal of …, 2023 - jpsr.mums.ac.ir
Purpose: Assessing the severity of trauma is a quantifiable measure. For several years,
various scales have been used to assess the severity of trauma in patients. Evaluation and …

[PDF][PDF] Comparison of MGAP, GAP, and RTS for Predicting Early Mortality in Multiple Trauma Patients.

P Asadi, SMZ Ziabari, F Heydari… - Eurasian Journal of …, 2023 - jag.journalagent.com
Aim: Trauma scoring systems help physicians recognize trauma severity. The purpose of this
study was to compare the diagnostic accuracy of the revised trauma score (RTS), Glasgow …