Reducing The Risk Of Potentially Preventable Events

A method comprising:

• determining that an individual is currently experiencing an occurrence of a first medical event based on information provided to an electronic medical record store by a medical device, wherein the first medical event is a medical emergency and wherein the information is collected from the individual by the medical device while the medical device is connected to the individual;
• in response to determining the occurrence of the first medical event for the individual and during the occurrence of the first medical event:
• sampling, from a plurality of medical data elements in the electronic medical record store that are associated with the individual, a pre-selected set of medical data elements for predicting a probability of occurrence of a second medical event based on the occurrence of the first medical event;
• and
• generating an event risk score for the individual by performing a logistical regression analysis of the pre-selected set of medical elements sampled from the electronic medical record store, wherein the event risk score indicates the probability of occurrence of the second medical event for the individual;
• wherein the individual is treated based at least in part on the event risk score,
• wherein the method is performed by at least one device including a hardware processor.

A system comprising:

• at least one device including a hardware processor;
• the system being configured to perform operations comprising:
• determining that an individual is currently experiencing an occurrence of a first medical event based on information provided to an electronic medical record store by a medical device, wherein the first medical event is a medical emergency and wherein the information is collected from the individual by the medical device while the medical device is connected to the individual;
• in response to determining the occurrence of the first medical event for the individual and during the occurrence of the first medical event:
• sampling, from a plurality of medical data elements in the electronic medical record store that are associated with the individual, a pre-selected set of medical data elements for predicting a probability of occurrence of a second medical event based on the occurrence of the first medical event;
• and
• generating an event risk score for the individual by performing a logistical regression analysis of the pre-selected set of medical elements sampled from the electronic medical record store, wherein the event risk score indicates the probability of occurrence of the second medical event for the individual;
• wherein the individual is treated based at least in part on the event risk score.