Machine learning models predict triage levels, massive transfusion protocol activation, and mortality in trauma utilizing patients hemodynamics on admission
Background The effective management of trauma patients necessitates efficient triaging,
timely activation of Massive Blood Transfusion Protocols (MTP), and accurate prediction of in …
timely activation of Massive Blood Transfusion Protocols (MTP), and accurate prediction of in …
Identification of major hemorrhage in trauma patients in the prehospital setting: diagnostic accuracy and impact on outcome
JM Wohlgemut, E Pisirir, RS Stoner… - Trauma Surgery & …, 2024 - tsaco.bmj.com
Background Hemorrhage is the most common cause of potentially preventable death after
injury. Early identification of patients with major hemorrhage (MH) is important as treatments …
injury. Early identification of patients with major hemorrhage (MH) is important as treatments …
Real‐time performance improvement optimizes damage control resuscitation best practice adherence: Results of a pilot prospective observational study
D Schmulevich, Z Geng, SM Joergensen… - …, 2024 - Wiley Online Library
Background Maintaining balanced blood product ratios during damage control resuscitation
(DCR) is independently associated with improved survival. We hypothesized that real‐time …
(DCR) is independently associated with improved survival. We hypothesized that real‐time …
Is pre-hospital haemoglobin an efficient marker of the need for transfusion and haemorrhagic shock in severe trauma patients? A retrospective observational study
Q Mathais, M Dufour, H De Malleray… - European Journal of …, 2025 - Springer
Background Haemorrhagic shock is the leading cause of preventable death among trauma
patients. Early detection of severe haemorrhage is essential for initiating timely resuscitation …
patients. Early detection of severe haemorrhage is essential for initiating timely resuscitation …
London fog here, there and everywhere
H Luu, JW Cannon - Trauma Surgery & Acute Care Open, 2024 - ncbi.nlm.nih.gov
Commentary on “Identification of Major Hemorrhage in Trauma Patients in the Pre-hospital
Setting: Diagnostic Accuracy and Impact on Outcome”(Short Title: Pre-hospital Identification …
Setting: Diagnostic Accuracy and Impact on Outcome”(Short Title: Pre-hospital Identification …
[引用][C] Optimizing damage control resuscitation through early patient identification and real‐time performance improvement
D Schmulevich, AM Hynes, S Murali, AJ Benjamin… - …, 2024 - Wiley Online Library
Uncontrolled hemorrhage continues to be the most common cause of preventable deaths
both for combat 1, 2 and civilian 3–5 injuries. Injury outcomes have improved with the …
both for combat 1, 2 and civilian 3–5 injuries. Injury outcomes have improved with the …