PATIENT MANAGEMENT SYSTEMS AND UPLIFT RECOMMENDATION METHODS

Infusion devices and related medical devices, patient data management systems, and methods are provided for monitoring a physiological condition of a patient. An exemplary method involves obtaining measurement data pertaining to the physiological condition of the patient, obtaining medical record data associated with the patient, classifying the patient into a patient group based at least in part on the measurement data and the medical record data, obtaining a plurality of different uplift models associated with the patient group for a plurality of different therapy interventions, determining a plurality of uplift metric values associated with the patient for the plurality of different therapy interventions based on the measurement data and the medical record data using the plurality of different uplift models, and providing an indication of a recommended therapy intervention for the patient based at least in part on a respective uplift metric value associated with the recommended therapy intervention.