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The鈥疍iaGame鈥痯roject applies the sciences of data learning and biomedical simulations to an existing serious diabetes gaming platform (SugarVita). We aim to make the current SugarVita a data-driven, personalized serious game (SugarVita-P4) that empowers individuals with diabetes to manage the disease they are facing. In order to personalize the game, we integrate our expertise on the processing of personal data collected from health-related smartphone apps and also explore the use of data from Continuous Glucose Monitors.