A prediction model for massive hemorrhage in trauma

Expiry Date
: 26/06/2029
CPD Units
: 2.00 Points
: Not yet rated.

This article investigates the clinical characteristics and outcomes of patients with pneumonia, focusing on factors such as severity, complications, and mortality rates in different patient populations.

Keywords: Trauma, prediction model, LASSO, Massive hemorrhage

Reading material:

Educational Objectives

Educational Aim:
Massive hemorrhage is the main cause of preventable death after trauma. This study aimed to establish prediction models for early diagnosis of massive hemorrhage in trauma.

Educational Outcomes:

    1. Analysis of pneumonia's clinical features and severity.

    2. Exploration of complications' incidence and impact.

    3.  Assessment of mortality rates and influencing factors.

Instructions for this Module

  • Read the supplied reading material and complete the quiz that follows;
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  • The pass grade is 70%;
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