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Technical University of Munich: Interdisciplinary research for the digital medicine of the future

Technical University of Munich: Interdisciplinary research for the digital medicine of the future
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Technical University of Munich: Interdisciplinary research for the digital medicine of the future

The Zentrum für Digitale Medizin und Gesundheit (ZDMG) will bring together researchers in medicine, informatics and mathematics. They will collaborate on new healthcare developments based on data science and artificial intelligence and pursue clinica

Frontiers | Importance of Diagnostic Accuracy in Big Data: False-Positive Diagnoses of Type 2 Diabetes in Health Insurance Claims Data of 70 Million Germans

Large data sets comprising diagnoses about chronic conditions are becoming increasingly available for research purposes. In Germany, it is planned that aggregated claims data including medical diagnoses from the statutory health insurance with roughly 70 million insurants will be published on a regular basis. Validity of the diagnoses in such big data sets can hardly be assessed. In case the data set comprises prevalence, incidence and mortality, it is possible to estimate the proportion of false positive diagnoses using mathematical relations from the illness-death model. We apply the method to age-specific aggregated claims data from 70 million Germans about type 2 diabetes in Germany stratified by sex and report the findings in terms of the ratio of false positive diagnoses of type 2 diabetes (FPR) in the data set. The age-specific FPR for men and women changes with age. In men, the FPR increases linearly from 1 to 3 per mil in the age 30 to 50. For ages between 50 to 80 years, FPR

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