Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project

Ourania Manta, Nikolaos Vasileiou, Olympia Giannakopoulou, Konstantinos Bromis, Ioannis Kouris, Maria Haritou, Lefteris Koumakis, George Spanoudakis, Irina Nicolae, C. Nechifor, Miltiadis Kokkonidis, Michalis Vakalelis, Yorgos Goletsis, Maria Roumpi, Dimitrios I. Fotiadis, Heraklis Galanis, Panagiotis Dimitrakopoulos, George Matsopoulos, Dimitrios D. Koutsouris

2024

Abstract

This paper introduces the RETENTION Platform, an integrated healthcare data management system meticulously crafted to support personalised interventions, thereby enhancing outcomes for heart failure (HF) patients. Comprising three fundamental components—the Global Insights Cloud (GIC), the Clinical Site Backend (CSB), and Patient Edge (PE)—the platform coordinates a sophisticated array of functions. The GIC facilitates data analysis and machine learning model training, while the CSB enables daily patient check-ups, data gathering, and intervention application. The Patient Edge enables continuous monitoring and feedback collection from patients. The system is deployed using virtual machines (VMs) and Docker containers on a cloud-based infrastructure. Integration and testing procedures are outlined to safeguard system functionality. This paper provides a comprehensive overview of the RETENTION Platform’s architecture and highlights its potential for improving healthcare delivery through personalised interventions.

Paper Citation

in Harvard Style

Manta O., Vasileiou N., Giannakopoulou O., Bromis K., Kouris I., Haritou M., Koumakis L., Spanoudakis G., Nicolae I., Nechifor C., Kokkonidis M., Vakalelis M., Goletsis Y., Roumpi M., I. Fotiadis D., Galanis H., Dimitrakopoulos P., Matsopoulos G. and D. Koutsouris D. (2024). Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project. In Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF; ISBN 978-989-758-688-0, SciTePress, pages 708-715. DOI: 10.5220/0012458500003657

in Bibtex Style

@conference{healthinf24,
author={Ourania Manta and Nikolaos Vasileiou and Olympia Giannakopoulou and Konstantinos Bromis and Ioannis Kouris and Maria Haritou and Lefteris Koumakis and George Spanoudakis and Irina Nicolae and C. Nechifor and Miltiadis Kokkonidis and Michalis Vakalelis and Yorgos Goletsis and Maria Roumpi and Dimitrios I. Fotiadis and Heraklis Galanis and Panagiotis Dimitrakopoulos and George Matsopoulos and Dimitrios D. Koutsouris},
title={Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project},
booktitle={Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF},
year={2024},
pages={708-715},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012458500003657},
isbn={978-989-758-688-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF
TI - Architectural Design for Enhancing Remote Patient Monitoring in Heart Failure: A Case Study of the RETENTION Project
SN - 978-989-758-688-0
AU - Manta O.
AU - Vasileiou N.
AU - Giannakopoulou O.
AU - Bromis K.
AU - Kouris I.
AU - Haritou M.
AU - Koumakis L.
AU - Spanoudakis G.
AU - Nicolae I.
AU - Nechifor C.
AU - Kokkonidis M.
AU - Vakalelis M.
AU - Goletsis Y.
AU - Roumpi M.
AU - I. Fotiadis D.
AU - Galanis H.
AU - Dimitrakopoulos P.
AU - Matsopoulos G.
AU - D. Koutsouris D.
PY - 2024
SP - 708
EP - 715
DO - 10.5220/0012458500003657
PB - SciTePress