Machine learning-based injury severity prediction of level 1 trauma center enrolled patients associated with car-to-car crashes in Korea
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 …
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 …
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 …
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 …
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
Background Traumatic injuries are of global health concern and significant contributors to
Emergency Department (ED) and hospital workload. Aim To compare patterns of traumatic …
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 …
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 …
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 …
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 …
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 …
of traumatised patients. It is optimal to primary treat and transport the patient during the …