Design of a Digital Twin of the Heart for the Management of Heart Failure Patients

Andrea Scotto; Noemi Giordano; Samanta Rosati; Gabriella Balestra

doi:10.3233/SHTI240551

Design of a Digital Twin of the Heart for the Management of Heart Failure Patients

Andrea Scotto^*, Noemi Giordano, Samanta Rosati, Gabriella Balestra

^*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Abstract

Heart failure poses a significant global health burden with high prevalence and mortality rates. A promising possibility in this context is the constant monitoring of the patients through telemedicine. The aim of this work is to present a digital twin of a patient at risk of heart failure. Applying machine learning to the recorded data of the patient, the system is able to early detect potential issues and improve the outcome.

Original language	English
Title of host publication	Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024
Editors	John Mantas, Arie Hasman, George Demiris, Kaija Saranto, Michael Marschollek, Theodoros N. Arvanitis, Ivana Ognjanovic, Arriel Benis, Parisis Gallos, Emmanouil Zoulias, Elisavet Andrikopoulou
Number of pages	2
Publisher	IOS Press
Publication date	22 Aug 2024
Pages	875-876
ISBN (Electronic)	9781643685335
DOIs	https://doi.org/10.3233/SHTI240551
Publication status	Published - 22 Aug 2024
Event	34th Medical Informatics Europe Conference, MIE 2024 - Athens, Greece Duration: 25 Aug 2024 → 29 Aug 2024

Conference

Conference	34th Medical Informatics Europe Conference, MIE 2024
Country/Territory	Greece
City	Athens
Period	25/08/2024 → 29/08/2024
Sponsor	Dedalus, Elsevier, JMIR, Trust-IT

Series	Studies in Health Technology and Informatics
Volume	316
ISSN	0926-9630

Bibliographical note

Publisher Copyright:
© 2024 The Authors.

Keywords

Digital Twin
heart failure
personalized medicine
telemedicine

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10.3233/SHTI240551

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Scotto, A., Giordano, N., Rosati, S., & Balestra, G. (2024). Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. In J. Mantas, A. Hasman, G. Demiris, K. Saranto, M. Marschollek, T. N. Arvanitis, I. Ognjanovic, A. Benis, P. Gallos, E. Zoulias, & E. Andrikopoulou (Eds.), Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024 (pp. 875-876). IOS Press. https://doi.org/10.3233/SHTI240551

Scotto, Andrea ; Giordano, Noemi ; Rosati, Samanta et al. / Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. editor / John Mantas ; Arie Hasman ; George Demiris ; Kaija Saranto ; Michael Marschollek ; Theodoros N. Arvanitis ; Ivana Ognjanovic ; Arriel Benis ; Parisis Gallos ; Emmanouil Zoulias ; Elisavet Andrikopoulou. IOS Press, 2024. pp. 875-876 (Studies in Health Technology and Informatics, Vol. 316).

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Scotto, A, Giordano, N, Rosati, S & Balestra, G 2024, Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. in J Mantas, A Hasman, G Demiris, K Saranto, M Marschollek, TN Arvanitis, I Ognjanovic, A Benis, P Gallos, E Zoulias & E Andrikopoulou (eds), Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. IOS Press, Studies in Health Technology and Informatics, vol. 316, pp. 875-876, 34th Medical Informatics Europe Conference, MIE 2024, Athens, Greece, 25/08/2024. https://doi.org/10.3233/SHTI240551

Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. / Scotto, Andrea; Giordano, Noemi; Rosati, Samanta et al.
Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. ed. / John Mantas; Arie Hasman; George Demiris; Kaija Saranto; Michael Marschollek; Theodoros N. Arvanitis; Ivana Ognjanovic; Arriel Benis; Parisis Gallos; Emmanouil Zoulias; Elisavet Andrikopoulou. IOS Press, 2024. p. 875-876 (Studies in Health Technology and Informatics, Vol. 316).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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AU - Balestra, Gabriella

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AB - Heart failure poses a significant global health burden with high prevalence and mortality rates. A promising possibility in this context is the constant monitoring of the patients through telemedicine. The aim of this work is to present a digital twin of a patient at risk of heart failure. Applying machine learning to the recorded data of the patient, the system is able to early detect potential issues and improve the outcome.

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A2 - Demiris, George

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A2 - Arvanitis, Theodoros N.

A2 - Ognjanovic, Ivana

A2 - Benis, Arriel

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Scotto A, Giordano N, Rosati S, Balestra G. Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. In Mantas J, Hasman A, Demiris G, Saranto K, Marschollek M, Arvanitis TN, Ognjanovic I, Benis A, Gallos P, Zoulias E, Andrikopoulou E, editors, Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. IOS Press. 2024. p. 875-876. (Studies in Health Technology and Informatics, Vol. 316). doi: 10.3233/SHTI240551

Design of a Digital Twin of the Heart for the Management of Heart Failure Patients

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