Abstract
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.
Original language | English |
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Title of host publication | dHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference |
Editors | Dieter Hayn, Alphons Eggerth, Gunter Schreier |
Publisher | IOS Press |
Pages | 234-241 |
Number of pages | 8 |
ISBN (Electronic) | 9781614999706 |
DOIs | |
Publication status | Published - 1 Jan 2019 |
Event | 13th Annual Conference Health Informatics Meets Digital Health - Schönbrunn Palace, Wien, Austria Duration: 28 May 2019 → 29 May 2019 http://www.ehealth2017.at |
Publication series
Name | Studies in Health Technology and Informatics |
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Volume | 260 |
ISSN (Print) | 0926-9630 |
ISSN (Electronic) | 1879-8365 |
Conference
Conference | 13th Annual Conference Health Informatics Meets Digital Health |
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Abbreviated title | dHealth 2019 |
Country/Territory | Austria |
City | Wien |
Period | 28/05/19 → 29/05/19 |
Internet address |
Keywords
- Human-in-the-loop
- Predictive analytics
- Telemedicine
- Visual analytics
ASJC Scopus subject areas
- Biomedical Engineering
- Health Informatics
- Health Information Management