Predictive Modelling and Its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer.
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Le résumé fourni par la source
BACKGROUND: Predictive modelling is becoming increasingly important in the healthcare sector. A comprehensive understanding of obtained models and their predictions is indispensable for the development and later acceptance of such systems. OBJECTIVES: A general concept of a toolset that supports data scientists in the development of predictive models in the telehealth context had to be developed and subsequently implemented. METHODS: Based on surveys the user requirements were determined. The concept development was based on the data model of the 'HerzMobil Tirol' telehealth program. The implementation was conducted in MATLAB. RESULTS: A list of requirements was identified, based on which a viewer was implemented. CONCLUSION: The developed viewer concept and its implementation facilitate a deeper insight and a better understanding of the development process of predictive models in the telehealth context.
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AIT Austrian Institute of Technology GmbH pays non établi dans la noticeStructure de recherche
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Graz University of Technology pays non établi dans la noticeUniversité ou école supérieure
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[AIT Austrian Institute of Technology pays non établi dans la noticeStructure de recherche
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AIT Austrian Inst. of Technology pays non établi dans la noticeInstitution
AIT Austrian Institute of Technology GmbH, Graz University of Technology et [AIT Austrian Institute of Technology, avec 1 autre affiliation.
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