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  1. Article

    Open Access

    Use of artificial intelligence for public health surveillance: a case study to develop a machine Learning-algorithm to estimate the incidence of diabetes mellitus in France

    The use of machine learning techniques is increasing in healthcare which allows to estimate and predict health outcomes from large administrative data sets more efficiently. The main objective of this study wa...

    Romana Haneef, Sofiane Kab, Rok Hrzic, Sonsoles Fuentes… in Archives of Public Health (2021)

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  2. No Access

    Article

    Psycho-social factors related to obesity and their associations with socioeconomic characteristics: the RECORD study

    We aimed to describe the main psycho-social factors related to obesity in an adult population and to develop a unified construct (psycho-social profiles), to explore the associations between socioeconomic char...

    Sonsoles Fuentes, Ruben Brondeel… in Eating and Weight Disorders - Studies on A… (2020)

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    Article

    Socioeconomic characteristics and obesity-related psycho-social profiles

    Sonsoles Fuentes in Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity (2019)

  4. No Access

    Article

    Identifying diabetes cases in health administrative databases: a validation study based on a large French cohort

    In the French national health insurance information system (SNDS) three diabetes case definition algorithms are applied to identify diabetic patients. The objective of this study was to validate those using da...

    Sonsoles Fuentes, Emmanuel Cosson… in International Journal of Public Health (2019)