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SYSTEM AND METHOD FOR PERSONALIZED TRIAGE WITH SURVIVAL MODELING AND CONSTRAINED OPTIMIZATION
SYSTEM AND METHOD FOR PERSONALIZED TRIAGE WITH SURVIVAL MODELING AND CONSTRAINED OPTIMIZATION
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机译:具有生存建模和约束优化的个性化分类的系统和方法
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摘要
A method for performing, using a victim triage system, triage analysis of victims of an incident, comprising: (i) receiving a location of the incident, medical information, hospital capability information for hospitals in a predetermined vicinity of the location, and transport information relative to the location; (ii) determining, by a trained triage machine learning algorithm using the received information, a triage decision for the victims, wherein the triage decision for a victim comprises: (1) a probability of the victim's survival over time; (2) a recommendation to transport or not transport the victim to a hospital; and (3) to which of the two or more hospitals the victim should be transported; (iii) generating (140) a triage report comprising the determined triage decision for each of the plurality of victims; and (iv) displaying the triage report on a user display of the victim triage system.
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