METHOD AND SYSTEM FOR AUTOMATED ACTIVITY RECOMMENDATION IN DIABETES TREATMENT PLANS

• Main Authors: MEARS, Mark, FISHER, Jennifer, GALLEY, Paul
• Format: Patent
• Language: English; French; German
• Published: 06.03.2024
• Subjects: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

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.