System and method for personalized triage with survival modeling and constrained optimization

A victim triage system configured to perform triage analysis of a plurality of victims of an incident to maximize survival of each of the victims, comprising:

• a classifier trained to generate a triage decision for each of a plurality of victims of an incident;
• medical information about the plurality of victims of the incident, the medical information comprising at least injury information for each of the plurality of victims;
• hospital capability information for each of two or more hospitals in a predetermined vicinity of a location of the incident, wherein the hospital capability information comprises at least hospital capacity information and a capability of the hospital to treat the injury of one or more of the plurality of victims;
• transport information relative to the location of the incident, wherein the transport information comprises at least a time until a transport arrives at the location of the incident;
• a processor configured to:
• (i) determine, using the classifier and using the medical information, hospital capability information, and transport information, a triage decision for each of the plurality of victims of the incident, 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) if transport to a hospital is recommended, to which of the two or more hospitals the victim should be transported to maximize survival of each of the plurality of victims for which transport is recommended;
• and (ii) generate a triage report comprising the determined triage decision for each of the plurality of victims;
• and
• a display configured to display the generated triage report, comprising a display for each victim the probability of the victim's survival over time and the victim's transport recommendation.

A victim triage device configured to perform triage analysis of a plurality of victims of an incident to maximize survival of each of the victims, comprising:

• a user interface configured to receive:
• (i) a location of the incident;
• (ii) medical information about the plurality of victims of the incident, the medical information comprising at least injury information for each of the plurality of victims;
• (iii) hospital capability information for each of two or more hospitals in a predetermined vicinity of the location of the incident, wherein the hospital capability information comprises at least hospital capacity information and a capability of the hospital to treat the injury of one or more of the plurality of victims;
• and (iv) transport information relative to the location of the incident, wherein the transport information comprises at least a time until a transport arrives at the location of the incident;
• a classifier trained to generate a triage decision for each of the plurality of victims of the incident;
• a processor configured to:
• (i) determine, using the classifier and using the location information, the medical information, the hospital capability information, and the transport information, a triage decision for each of the plurality of victims of the incident, 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) if transport to a hospital is recommended, to which of the two or more hospitals the victim should be transported to maximize survival of each of the plurality of victims for which transport is recommended;
• and (ii) generate a triage report comprising the determined triage decision for each of the plurality of victims;
• and
• a display configured to display the generated triage report, comprising a display for each victim the probability of the victim's survival over time and the victim's transport recommendation.