Predictive Modelling and its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer
Sams, M.; Eggerth, A.; Hayn, D.; Veeranki, S.; Schreier, G.ün.
Studies in Health Technology and Informatics 260: 234-241
2019
ISSN/ISBN: 1879-8365 PMID: 31118343 Document Number: 697842
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. 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. 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. A list of requirements was identified, based on which a viewer was implemented. 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.