Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care

Matthew Barrett; Josiane Boyne; Julia Brandts; Hans-Peter Brunner-La Rocca; Lieven De Maesschalck; Kurt De Wit; Lana Dixon; Casper Eurlings; Donna Fitzsimons; Olga Golubnitschaja; Arjan Hageman; Frank Heemskerk; Andre Hintzen; Thomas M. Helms; Loreena Hill; Thom Hoedemakers; Nikolaus Marx; Kenneth McDonald; Marc Mertens; Dirk Mueller-Wieland; Alexander Palant; Jens Piesk; Andrew Pomazanskyi; Jan Ramaekers; Peter Ruff; Katharina Schuett; Yash Shekhawat; Chantal F. Ski; David R. Thompson; Andrew Tsirkin; Kay van der Mierden; Chris Watson; Bettina Zippel-Schultz

doi:10.1007/s13167-019-00188-9

Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care

Matthew Barrett, Josiane Boyne, Julia Brandts, Hans-Peter Brunner-La Rocca^*, Lieven De Maesschalck, Kurt De Wit, Lana Dixon, Casper Eurlings, Donna Fitzsimons, Olga Golubnitschaja, Arjan Hageman, Frank Heemskerk, Andre Hintzen, Thomas M. Helms, Loreena Hill, Thom Hoedemakers, Nikolaus Marx, Kenneth McDonald, Marc Mertens, Dirk Mueller-WielandAlexander Palant, Jens Piesk, Andrew Pomazanskyi, Jan Ramaekers, Peter Ruff, Katharina Schuett, Yash Shekhawat, Chantal F. Ski, David R. Thompson, Andrew Tsirkin, Kay van der Mierden, Chris Watson, Bettina Zippel-Schultz

^*Corresponding author for this work

Research output: Contribution to journal › Review article › Academic › peer-review

Original language	English
Pages (from-to)	445-464
Number of pages	20
Journal	The EPMA Journal
Volume	10
Issue number	4
Early online date	22 Nov 2019
DOIs	https://doi.org/10.1007/s13167-019-00188-9
Publication status	Published - Dec 2019

Keywords

Heart failure
Artificial Intelligence
Predictive preventive personalised participatory medicine
Individualised patient profile
Patient engagement
Information and communications technology
Healthcare economy
Patient stratification
Diabetes
Comorbidities
Healthcare digitalisation
Therapy monitoring
Professional interactome
Multi-level diagnostics
Disease modelling
Integrated care
Medical ethics
Societal impact
2016 ESC GUIDELINES
HEALTH-CARE
EJECTION FRACTION
DECISION-SUPPORT
MANAGEMENT
TRENDS
HOSPITALIZATION
OUTCOMES
BURDEN
TIME
CLASSIFICATION

Access to Document

10.1007/s13167-019-00188-9

Cite this

Barrett, M., Boyne, J., Brandts, J., Brunner-La Rocca, H-P., De Maesschalck, L., De Wit, K., Dixon, L., Eurlings, C., Fitzsimons, D., Golubnitschaja, O., Hageman, A., Heemskerk, F., Hintzen, A., Helms, T. M., Hill, L., Hoedemakers, T., Marx, N., McDonald, K., Mertens, M., ... Zippel-Schultz, B. (2019). Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care. The EPMA Journal, 10(4), 445-464. https://doi.org/10.1007/s13167-019-00188-9

Barrett, Matthew ; Boyne, Josiane ; Brandts, Julia ; Brunner-La Rocca, Hans-Peter ; De Maesschalck, Lieven ; De Wit, Kurt ; Dixon, Lana ; Eurlings, Casper ; Fitzsimons, Donna ; Golubnitschaja, Olga ; Hageman, Arjan ; Heemskerk, Frank ; Hintzen, Andre ; Helms, Thomas M. ; Hill, Loreena ; Hoedemakers, Thom ; Marx, Nikolaus ; McDonald, Kenneth ; Mertens, Marc ; Mueller-Wieland, Dirk ; Palant, Alexander ; Piesk, Jens ; Pomazanskyi, Andrew ; Ramaekers, Jan ; Ruff, Peter ; Schuett, Katharina ; Shekhawat, Yash ; Ski, Chantal F. ; Thompson, David R. ; Tsirkin, Andrew ; van der Mierden, Kay ; Watson, Chris ; Zippel-Schultz, Bettina. / Artificial intelligence supported patient self-care in chronic heart failure : a paradigm shift from reactive to predictive, preventive and personalised care. In: The EPMA Journal. 2019 ; Vol. 10, No. 4. pp. 445-464.

@article{7ac006ed3a884e0a8b77ebc7a820c619,

title = "Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care",

keywords = "Heart failure, Artificial Intelligence, Predictive preventive personalised participatory medicine, Individualised patient profile, Patient engagement, Information and communications technology, Healthcare economy, Patient stratification, Diabetes, Comorbidities, Healthcare digitalisation, Therapy monitoring, Professional interactome, Multi-level diagnostics, Disease modelling, Integrated care, Medical ethics, Societal impact, 2016 ESC GUIDELINES, HEALTH-CARE, EJECTION FRACTION, DECISION-SUPPORT, MANAGEMENT, TRENDS, HOSPITALIZATION, OUTCOMES, BURDEN, TIME, CLASSIFICATION",

author = "Matthew Barrett and Josiane Boyne and Julia Brandts and {Brunner-La Rocca}, Hans-Peter and {De Maesschalck}, Lieven and {De Wit}, Kurt and Lana Dixon and Casper Eurlings and Donna Fitzsimons and Olga Golubnitschaja and Arjan Hageman and Frank Heemskerk and Andre Hintzen and Helms, {Thomas M.} and Loreena Hill and Thom Hoedemakers and Nikolaus Marx and Kenneth McDonald and Marc Mertens and Dirk Mueller-Wieland and Alexander Palant and Jens Piesk and Andrew Pomazanskyi and Jan Ramaekers and Peter Ruff and Katharina Schuett and Yash Shekhawat and Ski, {Chantal F.} and Thompson, {David R.} and Andrew Tsirkin and {van der Mierden}, Kay and Chris Watson and Bettina Zippel-Schultz",

year = "2019",

month = dec,

doi = "10.1007/s13167-019-00188-9",

language = "English",

volume = "10",

pages = "445--464",

journal = "The EPMA Journal",

issn = "1878-5077",

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Barrett, M, Boyne, J, Brandts, J, Brunner-La Rocca, H-P, De Maesschalck, L, De Wit, K, Dixon, L, Eurlings, C, Fitzsimons, D, Golubnitschaja, O, Hageman, A, Heemskerk, F, Hintzen, A, Helms, TM, Hill, L, Hoedemakers, T, Marx, N, McDonald, K, Mertens, M, Mueller-Wieland, D, Palant, A, Piesk, J, Pomazanskyi, A, Ramaekers, J, Ruff, P, Schuett, K, Shekhawat, Y, Ski, CF, Thompson, DR, Tsirkin, A, van der Mierden, K, Watson, C & Zippel-Schultz, B 2019, 'Artificial intelligence supported patient self-care in chronic heart failure: a paradigm shift from reactive to predictive, preventive and personalised care', The EPMA Journal, vol. 10, no. 4, pp. 445-464. https://doi.org/10.1007/s13167-019-00188-9

Artificial intelligence supported patient self-care in chronic heart failure : a paradigm shift from reactive to predictive, preventive and personalised care. / Barrett, Matthew; Boyne, Josiane; Brandts, Julia; Brunner-La Rocca, Hans-Peter; De Maesschalck, Lieven; De Wit, Kurt; Dixon, Lana; Eurlings, Casper; Fitzsimons, Donna; Golubnitschaja, Olga; Hageman, Arjan; Heemskerk, Frank; Hintzen, Andre; Helms, Thomas M.; Hill, Loreena; Hoedemakers, Thom; Marx, Nikolaus; McDonald, Kenneth; Mertens, Marc; Mueller-Wieland, Dirk; Palant, Alexander; Piesk, Jens; Pomazanskyi, Andrew; Ramaekers, Jan; Ruff, Peter; Schuett, Katharina; Shekhawat, Yash; Ski, Chantal F.; Thompson, David R.; Tsirkin, Andrew; van der Mierden, Kay; Watson, Chris; Zippel-Schultz, Bettina.

In: The EPMA Journal, Vol. 10, No. 4, 12.2019, p. 445-464.

Research output: Contribution to journal › Review article › Academic › peer-review

TY - JOUR

T1 - Artificial intelligence supported patient self-care in chronic heart failure

T2 - a paradigm shift from reactive to predictive, preventive and personalised care

AU - Barrett, Matthew

AU - Boyne, Josiane

AU - Brandts, Julia

AU - Brunner-La Rocca, Hans-Peter

AU - De Maesschalck, Lieven

AU - De Wit, Kurt

AU - Dixon, Lana

AU - Eurlings, Casper

AU - Fitzsimons, Donna

AU - Golubnitschaja, Olga

AU - Hageman, Arjan

AU - Heemskerk, Frank

AU - Hintzen, Andre

AU - Helms, Thomas M.

AU - Hill, Loreena

AU - Hoedemakers, Thom

AU - Marx, Nikolaus

AU - McDonald, Kenneth

AU - Mertens, Marc

AU - Mueller-Wieland, Dirk

AU - Palant, Alexander

AU - Piesk, Jens

AU - Pomazanskyi, Andrew

AU - Ramaekers, Jan

AU - Ruff, Peter

AU - Schuett, Katharina

AU - Shekhawat, Yash

AU - Ski, Chantal F.

AU - Thompson, David R.

AU - Tsirkin, Andrew

AU - van der Mierden, Kay

AU - Watson, Chris

AU - Zippel-Schultz, Bettina

PY - 2019/12

Y1 - 2019/12

KW - Heart failure

KW - Artificial Intelligence

KW - Predictive preventive personalised participatory medicine

KW - Individualised patient profile

KW - Patient engagement

KW - Information and communications technology

KW - Healthcare economy

KW - Patient stratification

KW - Diabetes

KW - Comorbidities

KW - Healthcare digitalisation

KW - Therapy monitoring

KW - Professional interactome

KW - Multi-level diagnostics

KW - Disease modelling

KW - Integrated care

KW - Medical ethics

KW - Societal impact

KW - 2016 ESC GUIDELINES

KW - HEALTH-CARE

KW - EJECTION FRACTION

KW - DECISION-SUPPORT

KW - MANAGEMENT

KW - TRENDS

KW - HOSPITALIZATION

KW - OUTCOMES

KW - BURDEN

KW - TIME

KW - CLASSIFICATION

U2 - 10.1007/s13167-019-00188-9

DO - 10.1007/s13167-019-00188-9

M3 - Review article

VL - 10

SP - 445

EP - 464

JO - The EPMA Journal

JF - The EPMA Journal

SN - 1878-5077

IS - 4

ER -