Predictive modelling and its visualization for telehealth data – Concept and implementation of an interactive viewer

Michael Sams*, Alphons Eggerth, Dieter Hayn, Sai Veeranki, Günter Schreier

*Korrespondierende/r Autor/in für diese Arbeit

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem Konferenzband

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.

Originalspracheenglisch
TiteldHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference
Redakteure/-innenDieter Hayn, Alphons Eggerth, Gunter Schreier
Herausgeber (Verlag)IOS Press
Seiten234-241
Seitenumfang8
ISBN (elektronisch)9781614999706
DOIs
PublikationsstatusVeröffentlicht - 1 Jan 2019
VeranstaltungdHealth 2019 - Schönbrunn Palace, Wien, Österreich
Dauer: 28 Mai 201929 Mai 2019
http://www.ehealth2017.at

Publikationsreihe

NameStudies in Health Technology and Informatics
Band260
ISSN (Print)0926-9630
ISSN (elektronisch)1879-8365

Konferenz

KonferenzdHealth 2019
KurztiteldHealth 2019
LandÖsterreich
OrtWien
Zeitraum28/05/1929/05/19
Internetadresse

ASJC Scopus subject areas

  • !!Biomedical Engineering
  • !!Health Informatics
  • !!Health Information Management

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