Patent ID: 11901080
Assignee: C/HCA, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A pressure-injury prediction system, comprising:
a memory configured to store computer-executable instructions; and
a processor configured to access the memory and execute the computer-executable instructions to at least:
receive user data associated with a user record of a user of a service unit, the user record being one of a plurality of user records maintained by a service management system of a service organization, the service unit being one of a plurality of service units affiliated with the service organization;
train a first prediction model using first training data representing first user samples drawn from the service organization;
train a second prediction model using second training data representing second user samples drawn from the service unit;
define a trained prediction model using the first prediction model and the second prediction model;
input the user data into the trained prediction model, the user data comprising a plurality of data points that respectively correspond to one of a plurality of categories, the plurality of data points weighted relative to each other by the trained prediction model;
determine a risk assessment corresponding to a level of risk that the user has or will develop a pressure injury; and
provide the risk assessment to a user device of a user service agent for use in determining whether the user should receive a wound consult for the pressure injury.