Shock index as a predictor for mortality in trauma patients: a systematic review and meta-analysis

M Vang, M Østberg, J Steinmetz… - European Journal of …, 2022 - Springer
Purpose The primary aim was to determine whether a shock index (SI)≥ 1 in adult trauma
patients was associated with increased in-hospital mortality compared to an SI< 1. Methods …

Review of massive transfusion protocols in the injured, bleeding patient

AM Abuzeid, T O'Keeffe - Current opinion in critical care, 2019 - journals.lww.com
The absence of a universal definition of massive bleeding or massive transfusion,
heterogeneity in patients suffering from massive bleeding, and the difficulty in predicting …

[HTML][HTML] How to detect a polytrauma patient at risk of complications: a validation and database analysis of four published scales

S Halvachizadeh, L Baradaran, P Cinelli, R Pfeifer… - PloS one, 2020 - journals.plos.org
Introduction Early accurate assessment of the clinical status of severely injured patients is
crucial for guiding the surgical treatment strategy. Several scales are available to …

Development of a field artificial intelligence triage tool: confidence in the prediction of shock, transfusion, and definitive surgical therapy in patients with truncal gunshot …

CJ Nederpelt, AK Mokhtari, O Alser… - Journal of Trauma …, 2021 - journals.lww.com
BACKGROUND In-field triage tools for trauma patients are limited by availability of
information, linear risk classification, and a lack of confidence reporting. We therefore set out …

Machine learning for military trauma: novel massive transfusion predictive models in combat zones

D Lammers, C Marenco, K Morte, J Conner… - Journal of Surgical …, 2022 - Elsevier
Background Damage control resuscitation has become the standard of care in military and
civilian trauma. Early identification of blood product requirements may aid in optimizing the …

Massive transfusion protocols in nontrauma patients: A systematic review and meta-analysis

N Sommer, B Schnüriger, D Candinas… - Journal of Trauma and …, 2019 - journals.lww.com
BACKGROUND Massive bleeding is a major cause of death both in trauma and nontrauma
patients. In trauma patients, the implementation of massive transfusion protocols (MTP) led …

The role of cryoprecipitate in massively transfused patients: Results from the Trauma Quality Improvement Program database may change your mind

M Ditillo, K Hanna, L Castanon… - Journal of Trauma …, 2020 - journals.lww.com
BACKGROUND Cryoprecipitate was developed for the treatment of inherited and acquired
coagulopathies. The role of cryoprecipitate in hemorrhaging trauma patients is still …

Assessment of machine learning methods to predict massive blood transfusion in trauma

M Strickland, A Nguyen, S Wu, SC Suen… - World Journal of …, 2023 - Wiley Online Library
Background Accurately predicting which patients are most likely to benefit from massive
transfusion protocol (MTP) activation may help patients while saving blood products and …

Predictors of transfusion in trauma and their utility in the prehospital environment: a scoping review

G Yin, N Radulovic, M O'Neill, D Lightfoot… - Prehospital …, 2023 - Taylor & Francis
Background: Hemorrhage is a leading cause of preventable mortality from trauma,
necessitating resuscitation through blood product transfusions. Early and accurate …

Angioembolization in intra-abdominal solid organ injury: Does delay in angioembolization affect outcomes?

M Chehab, A Afaneh, L Bible, L Castanon… - Journal of Trauma …, 2020 - journals.lww.com
METHODS A 4-year (2013–2016) retrospective review of the ACS Trauma Quality
Improvement Program database was performed. We included adult patients (age,≥ 18 …