Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients

Christoph Eberharter; Martin Baumgartner; Karl Kreiner; Aaron Lauschensky; Robert Modre-Osprian; Sabrina Neururer; Dieter Hayn; Luca Brunelli; Gerald Slamanig; Sarah Prantl; Bernhard Pfeifer; Gerhard Pölzl; Günter Schreier

doi:10.3233/SHTI230047

Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients

Christoph Eberharter, Martin Baumgartner, Karl Kreiner, Aaron Lauschensky, Robert Modre-Osprian, Sabrina Neururer, Dieter Hayn, Luca Brunelli, Gerald Slamanig, Sarah Prantl, Bernhard Pfeifer, Gerhard Pölzl, Günter Schreier

Digital Health Information Systems

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings without Presentation › peer-review

Abstract

Background:
The daily increasing amount of health data from different
sources like electronic medical records and telehealth systems go hand in hand with the ongoing development of novel digital and data-driven analytics. Unifying this in a privacy-preserving data aggregation infrastructure can enable services for clinical decision support in personalized patient therapy.

Objectives:
The goal of this work was to consider such an infrastructure, implemented in a smart registry for heart
failure, as a comparative method for the analysis of health data.

Methods:
We analyzed to what extent the dataset of a study on the telehealth program HerzMobil
Tirol (HMT) can be reproduced with the data from the smart registry.

Results:
A table with 96 variables for 251 patients of the HMT publication could theoretically be replicated from the smart registry for 248 patients with 80 variables. The smart registry contained the tables to reproduce a large part of the information, especially the core statements of the HMT publication.

Conclusion:
Our results show how such an infrastructure can enable efficient analysis of health data, and thus take a further step towards personalized health care.

Original language	English
Title of host publication	dHealth 2023
Editors	Bernhard Pfeifer, Günter Schreier, Martin Baumgartner, Dieter Hayn
Publisher	IOS Press BV
Pages	242-247
Number of pages	6
Volume	301
ISBN (Electronic)	978-1-64368-387-4
ISBN (Print)	978-1-64368-386-7
DOIs	https://doi.org/10.3233/SHTI230047
Publication status	Published - 2 May 2023
Event	dHealth 2023 - 17th Annual Conference on Health Informatics meets Digital Health - Apothekertrakt / Schönbrunn Palace, Vienna, Austria, Vienna, Austria Duration: 16 May 2023 → 17 May 2023 https://dhealth.at/

Publication series

Name	Studies in Health Technology and Informatics
Publisher	IOS Press
Volume	301
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Conference

Conference	dHealth 2023 - 17th Annual Conference on Health Informatics meets Digital Health
Abbreviated title	dHealth 2023
Country/Territory	Austria
City	Vienna
Period	16/05/23 → 17/05/23
Internet address	https://dhealth.at/

Research Field

Exploration of Digital Health

Keywords

Verification
smart registry
data-driven healthcare
clinical decision support
chronic heart failure

Access to Document

10.3233/SHTI230047Licence: CC BY-NC

Cite this

Eberharter, C., Baumgartner, M., Kreiner, K., Lauschensky, A., Modre-Osprian, R., Neururer, S., Hayn, D., Brunelli, L., Slamanig, G., Prantl, S., Pfeifer, B., Pölzl, G., & Schreier, G. (2023). Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients. In B. Pfeifer, G. Schreier, M. Baumgartner, & D. Hayn (Eds.), dHealth 2023 (Vol. 301, pp. 242-247). (Studies in Health Technology and Informatics; Vol. 301). IOS Press BV. https://doi.org/10.3233/SHTI230047

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author = "Christoph Eberharter and Martin Baumgartner and Karl Kreiner and Aaron Lauschensky and Robert Modre-Osprian and Sabrina Neururer and Dieter Hayn and Luca Brunelli and Gerald Slamanig and Sarah Prantl and Bernhard Pfeifer and Gerhard P{\"o}lzl and G{\"u}nter Schreier",

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Eberharter, C, Baumgartner, M , Kreiner, K , Lauschensky, A, Modre-Osprian, R, Neururer, S, Hayn, D, Brunelli, L, Slamanig, G, Prantl, S, Pfeifer, B, Pölzl, G & Schreier, G 2023, Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients. in B Pfeifer, G Schreier, M Baumgartner & D Hayn (eds), dHealth 2023. vol. 301, Studies in Health Technology and Informatics, vol. 301, IOS Press BV, pp. 242-247, dHealth 2023 - 17th Annual Conference on Health Informatics meets Digital Health, Vienna, Austria, 16/05/23. https://doi.org/10.3233/SHTI230047

Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients. / Eberharter, Christoph; Baumgartner, Martin ; Kreiner, Karl et al.
dHealth 2023. ed. / Bernhard Pfeifer; Günter Schreier; Martin Baumgartner; Dieter Hayn. Vol. 301 IOS Press BV, 2023. p. 242-247 (Studies in Health Technology and Informatics; Vol. 301).

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings without Presentation › peer-review

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AU - Eberharter, Christoph

AU - Baumgartner, Martin

AU - Kreiner, Karl

AU - Lauschensky, Aaron

AU - Modre-Osprian, Robert

AU - Neururer, Sabrina

AU - Hayn, Dieter

AU - Brunelli, Luca

AU - Slamanig, Gerald

AU - Prantl, Sarah

AU - Pfeifer, Bernhard

AU - Pölzl, Gerhard

AU - Schreier, Günter

N1 - © 2023 The authors, AIT Austrian Institute of Technology and IOS Press. This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License 4.0 (CC BY-NC 4.0)

PY - 2023/5/2

Y1 - 2023/5/2

N2 - Background:The daily increasing amount of health data from differentsources like electronic medical records and telehealth systems go hand in hand with the ongoing development of novel digital and data-driven analytics. Unifying this in a privacy-preserving data aggregation infrastructure can enable services for clinical decision support in personalized patient therapy.Objectives:The goal of this work was to consider such an infrastructure, implemented in a smart registry for heartfailure, as a comparative method for the analysis of health data.Methods:We analyzed to what extent the dataset of a study on the telehealth program HerzMobilTirol (HMT) can be reproduced with the data from the smart registry.Results:A table with 96 variables for 251 patients of the HMT publication could theoretically be replicated from the smart registry for 248 patients with 80 variables. The smart registry contained the tables to reproduce a large part of the information, especially the core statements of the HMT publication.Conclusion:Our results show how such an infrastructure can enable efficient analysis of health data, and thus take a further step towards personalized health care.

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KW - chronic heart failure

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Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients

Abstract

Publication series

Conference

Research Field

Keywords

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