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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, André; Helms, Thomas M; Hill, Loreena; Hoedemakers, Thom; Marx, Nikolaus; McDonald, Kenneth; Mertens, Marc; Müller-Wieland, Dirk; Palant, Alexander; Piesk, Jens; Pomazanskyi, Andrew; Ramaekers, Jan; Ruff, Peter; Schütt, Katharina; Shekhawat, Yash; Ski, Chantal F; Thompson, David R; Tsirkin, Andrew; van der Mierden, Kay; Watson, Chris; Zippel-Schultz, Bettina.
Affiliation
  • Barrett M; 1University College of Dublin, Catherine McAuley Education & Research Centre, Mater Misericordiae University Hospital, Nelson Street, Dublin, 7 Ireland.
  • Boyne J; 2Department of Cardiology, Maastricht University Medical Center, PO Box 5800, 6202AZ Maastricht, The Netherlands.
  • Brandts J; 3Department of Cardiology, University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany.
  • Brunner-La Rocca HP; 2Department of Cardiology, Maastricht University Medical Center, PO Box 5800, 6202AZ Maastricht, The Netherlands.
  • De Maesschalck L; Thomas More University of Applied Science, Kleinhoefstraat 4, 2240 Geel, Belgium.
  • De Wit K; Thomas More University of Applied Science, Kleinhoefstraat 4, 2240 Geel, Belgium.
  • Dixon L; 5Belfast Health and Social Care Trust, A Floor, Belfast City Hospital, Lisburn Rd, Belfast, BT9 7AB UK.
  • Eurlings C; 2Department of Cardiology, Maastricht University Medical Center, PO Box 5800, 6202AZ Maastricht, The Netherlands.
  • Fitzsimons D; 6Queen's University Belfast, 97 Lisburn Rd, Belfast, BY9 7BL UK.
  • Golubnitschaja O; Radiological Clinic, Universitätsklinikum Bonn, Excellence University of Bonn, Sigmund-Freud-Str. 25, 53127 Bonn, Germany.
  • Hageman A; Sananet Care BV, Rijksweg Zuid 37, 6131AL Sittard, Netherlands.
  • Heemskerk F; RIMS bvba, Bollestraat 75, 3090 Overijse, Belgium.
  • Hintzen A; 2Department of Cardiology, Maastricht University Medical Center, PO Box 5800, 6202AZ Maastricht, The Netherlands.
  • Helms TM; 10German Foundation for the Chronically Ill, Alexanderstrasse 26, 90762 Fürth, Germany.
  • Hill L; 6Queen's University Belfast, 97 Lisburn Rd, Belfast, BY9 7BL UK.
  • Hoedemakers T; Sananet Care BV, Rijksweg Zuid 37, 6131AL Sittard, Netherlands.
  • Marx N; 3Department of Cardiology, University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany.
  • McDonald K; 1University College of Dublin, Catherine McAuley Education & Research Centre, Mater Misericordiae University Hospital, Nelson Street, Dublin, 7 Ireland.
  • Mertens M; Thomas More University of Applied Science, Kleinhoefstraat 4, 2240 Geel, Belgium.
  • Müller-Wieland D; 3Department of Cardiology, University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany.
  • Palant A; 10German Foundation for the Chronically Ill, Alexanderstrasse 26, 90762 Fürth, Germany.
  • Piesk J; Nurogames GmbH, Schaafenstrasse 25, 50676 Cologne, Germany.
  • Pomazanskyi A; Nurogames GmbH, Schaafenstrasse 25, 50676 Cologne, Germany.
  • Ramaekers J; Sananet Care BV, Rijksweg Zuid 37, 6131AL Sittard, Netherlands.
  • Ruff P; Exploris AG, Tödistrasse 52, 8002 Zürich, Switzerland.
  • Schütt K; 3Department of Cardiology, University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany.
  • Shekhawat Y; Nurogames GmbH, Schaafenstrasse 25, 50676 Cologne, Germany.
  • Ski CF; 6Queen's University Belfast, 97 Lisburn Rd, Belfast, BY9 7BL UK.
  • Thompson DR; 6Queen's University Belfast, 97 Lisburn Rd, Belfast, BY9 7BL UK.
  • Tsirkin A; Exploris AG, Tödistrasse 52, 8002 Zürich, Switzerland.
  • van der Mierden K; Sananet Care BV, Rijksweg Zuid 37, 6131AL Sittard, Netherlands.
  • Watson C; 6Queen's University Belfast, 97 Lisburn Rd, Belfast, BY9 7BL UK.
  • Zippel-Schultz B; 10German Foundation for the Chronically Ill, Alexanderstrasse 26, 90762 Fürth, Germany.
EPMA J ; 10(4): 445-464, 2019 Dec.
Article in En | MEDLINE | ID: mdl-31832118
Heart failure (HF) is one of the most complex chronic disorders with high prevalence, mainly due to the ageing population and better treatment of underlying diseases. Prevalence will continue to rise and is estimated to reach 3% of the population in Western countries by 2025. It is the most important cause of hospitalisation in subjects aged 65 years or more, resulting in high costs and major social impact. The current "one-size-fits-all" approach in the treatment of HF does not result in best outcome for all patients. These facts are an imminent threat to good quality management of patients with HF. An unorthodox approach from a new vision on care is required. We propose a novel predictive, preventive and personalised medicine approach where patients are truly leading their management, supported by an easily accessible online application that takes advantage of artificial intelligence. This strategy paper describes the needs in HF care, the needed paradigm shift and the elements that are required to achieve this shift. Through the inspiring collaboration of clinical and high-tech partners from North-West Europe combining state of the art HF care, artificial intelligence, serious gaming and patient coaching, a virtual doctor is being created. The results are expected to advance and personalise self-care, where standard care tasks are performed by the patients themselves, in principle without involvement of healthcare professionals, the latter being able to focus on complex conditions. This new vision on care will significantly reduce costs per patient while improving outcomes to enable long-term sustainability of top-level HF care.
Key words

Full text: 1 Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: EPMA J Year: 2019 Type: Article

Full text: 1 Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: EPMA J Year: 2019 Type: Article