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  • Title: Model driven mobile care for patients with type 1 diabetes.
    Author: Skrøvseth SO, Arsand E, Godtliebsen F, Joakimsen RM.
    Journal: Stud Health Technol Inform; 2012; 180():1045-9. PubMed ID: 22874353.
    Abstract:
    We gathered a data set from 30 patients with type 1 diabetes by giving the patients a mobile phone application, where they recorded blood glucose measurements, insulin injections, meals, and physical activity. Using these data as a learning data set, we describe a new approach of building a mobile feedback system for these patients based on periodicities, pattern recognition, and scale-space trends. Most patients have important patterns for periodicities and trends, though better resolution of input variables is needed to provide useful feedback using pattern recognition.
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