AIMC Topic: Wounds, Gunshot

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[Research on grading prediction model of traumatic hemorrhage volume based on deep learning].

Zhonghua wei zhong bing ji jiu yi xue Jul 1, 2022
OBJECTIVE: To develop a grading prediction model of traumatic hemorrhage volume based on deep learning and assist in predicting traumatic hemorrhage volume.
Humans Machine Learning Retrospective Studies Animals Swine Deep Learning Hemorrhage Wounds, Gunshot
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Development of a field artificial intelligence triage tool: Confidence in the prediction of shock, transfusion, and definitive surgical therapy in patients with truncal gunshot wounds.

The journal of trauma and acute care surgery Jun 1, 2021
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 to develop and test a machine learning algorithm that can overcome ...
Humans Artificial Intelligence Thoracic Injuries Retrospective Studies Female Young Adult Adult Male Risk Assessment ROC Curve Blood Transfusion Emergency Medical Services Triage Feasibility Studies Hemorrhage Shock Injury Severity Score Models, Cardiovascular Trauma Centers Wounds, Gunshot
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