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

Claim 0:
1. A computer-implemented method, comprising:
receiving, by a pressure-injury prediction system, 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;
training a first prediction model using first training data representing first user samples drawn from the service organization;
training a second prediction model using second training data representing second user samples drawn from the service unit;
defining a trained prediction model using the first prediction model and the second prediction model;
inputting, by the pressure-injury prediction system, the user data into the trained prediction model of the pressure-injury prediction system, the user data comprising a plurality of data points that respectively correspond to one of a plurality of categories comprising two or more of: (1) age, (2) body mass index (BMI), (3) blood quality, (4) heart quality, or (5) body healing indicators, the plurality of data points weighted relative to each other by the trained prediction model;
determining, by the trained prediction model, a risk assessment corresponding to a level of risk that the user has or will develop a pressure injury; and
providing, by the pressure-injury prediction system, 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.