公开(公告)号：AU2022265703A9

公开(公告)日：2025-01-30

申请号：AU2022265703

申请日：2022-04-29

Applicant: HOFFMANN LA ROCHE

Inventor： FISHER JENNIFER ,  GALLEY PAUL ,  MEARS MARK

IPC: G16H20/00

Abstract: A method for generating activity recommendations in a diabetes treatment plan includes receiving physiological data, preferences, and suggested activities for a person with diabetes (PwD), generating physiological profiles for the PwD, providing the physiological profiles to a virtual physiological model, receiving projections from a virtual physiological model, generating weighted values based on the suggested activities and preference data, each weighted value corresponding to a likelihood of the PwD adhering to a suggested activity, ranking each activity based on the estimated change in the physiological characteristic of a projection associated with the activity relative to a baseline physiological projection and scaled by the weighted value corresponding to each activity, and generating an output including a predetermined number of suggested activities ordered based on the ranking of activities that provide a greatest change in the physiological characteristic given the likelihood of the PwD adhering to the suggested activities.