Patent ID: 11948694
Assignee: nan
Field: Medical technology (Instruments)
Classification: CPC G  Y | IPC G

Claim 19:
20. A data processing system, comprising:
at least one processor; and
at least one memory coupled to the at least one processor, wherein the at least one memory comprises instructions which, when executed by the at least one processor, cause the at least one processor to:
perform machine learning training of an isolation rate prediction AI computer model to generate a trained isolation rate prediction AI model that predicts an isolation rate of a biological population;
receive isolation data from one or more data source computing systems, wherein the isolation data comprises mobility data providing data indicating a measure of mobility of the biological population;
execute the trained isolation rate prediction AI model on input features extracted from the isolation data to generate a predicted isolation rate;
execute a compartmental epidemiological computer model comprising a plurality of compartments representing states of a population with regard to an infectious disease, to simulate a progression of the infectious disease; and
control, during execution of the compartmental epidemiological computer model, a flow of portions of the monitored population from at least one first compartment to at least one second compartment in the compartmental epidemiological computer model based on the predicted isolation rate.