Machine learning-based injury severity prediction of level 1 trauma center enrolled patients associated with car-to-car crashes in Korea

JS Kong, KH Lee, OH Kim, HY Lee, CY Kang… - Computers in biology …, 2023 - Elsevier
Injury prediction models enables to improve trauma outcomes for motor vehicle occupants in
accurate decision-making and early transport to appropriate trauma centers. This study aims …

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
Background: We aimed to assess the prognostic value of Rotterdam and Marshall scoring
systems to predict in-hospital mortality in patients with traumatic brain injury (TBI). Methods …

[HTML][HTML] Emergency medical services (EMS) transportation of trauma patients by geographic locations and in-hospital outcomes: experience from Qatar

H Al-Thani, A Mekkodathil, AJ Hertelendy… - International journal of …, 2021 - mdpi.com
Background: Prehospital care provided by emergency medical services (EMS) plays an
important role in improving patient outcomes. Globally, prehospital care varies across …

[HTML][HTML] Traumatic pancreatic injury presentation, management, and outcome: an observational retrospective study from a level 1 trauma center

H Al-Thani, AF Ramzee, A Al-Hassani… - Frontiers in …, 2022 - frontiersin.org
Background: We aimed to study the presentation, management, and outcomes of patients
with pancreatic traumatic injury. Methods: We retrospectively analyzed data for all patients …

Patient profile and outcomes of traumatic injury: The impact of mode of arrival to the emergency department

J Crilly, D Bartlett, I Sladdin, R Pellatt, JT Young… - Collegian, 2022 - Elsevier
Background Traumatic injuries are of global health concern and significant contributors to
Emergency Department (ED) and hospital workload. Aim To compare patterns of traumatic …

[HTML][HTML] Impact of closure of the in-house psychiatric care unit on prehospital and emergency ward length of stay and disposition locations in patients who attempted …

Y Ono, N Ono, T Kakamu, T Ishida, S Inoue, J Kotani… - Medicine, 2021 - journals.lww.com
Suicide is an increasingly serious public health care concern worldwide. The impact of
decreased in-house psychiatric resources on emergency care for suicidal patients has not …

Comparing outcomes between major trauma patients transferred from a different hospital and patients transported directly to trauma centers: a retrospective analysis …

CH Yeh, SE Chou, WT Su, CH Tsai… - Emergency Medicine …, 2022 - Wiley Online Library
This study aimed to explore differences in outcomes between these major trauma patients
who were transferred and those directly transported to trauma centers. The medical …

[HTML][HTML] Impact of emergency physician-staffed ambulances on preoperative time course and survival among injured patients requiring emergency surgery or …

Y Ono, Y Iwasaki, T Hirano, K Hashimoto, T Kakamu… - Plos one, 2021 - journals.plos.org
Injured patients requiring definitive intervention, such as surgery or transarterial
embolization (TAE), are an extremely time-sensitive population. The effect of an emergency …

Prediction Models for Severely Injured Occupants using Machine Learning Analytics Based on Oversampling Class Imbalanced Data

공준석 - 2023 - ir.ymlib.yonsei.ac.kr
Injury prediction models improve trauma outcomes for motor vehicle occupants with
accurate decision-making and early transport to appropriate trauma centers. This study …

Prehospital time of severe trauma in Canton Sarajevo.

A Ahmić, T Jevtić - Medical Journal/Medicinski Žurnal, 2022 - search.ebscohost.com
Introduction: prolonged prehospital time increases mortality and affects functional outcome
of traumatised patients. It is optimal to primary treat and transport the patient during the …