Personal Decision Support System For Heart Failure Management

Deliverables

Websites, patent fillings, videos etc. (2)

Public workshop/conference/seminar

Project-specific events to share the findings with patients and medical practitioners and researchers. At least two events will be organised, whose exact time will be adapted to the progress of the project and the opportunities for co-location with other events.

Dissemination materials

Launch of project website and social media presence, available promotional materials.

Documents, reports (5)

Report on standardisation activities

A report of the standards used in the HeartMan system, and standardisation initiatives taken in the course of the project.

Public final report

A public final report will be submitted to the EC within 60 days of the end of the project, in addition to the periodic report covering the last reporting period.

Continuous integration and testing plan

A definition of the tools and a description of the process for continuous integration and testing intended for the technical partners.

Personal health system backend platform design

A description of the architecture and API of the HeartMan backend – a living document updated during development.

Dissemination report

This report will describe all dissemination activities as they have been carried out throughout the project.

Demonstrators, pilots, prototypes (1)

HeartMan mobile application

The application will consist of the dynamic monitoring framework integrating the methods from D3.2 and D3.3, and a user interface to display the outputs of the DSS.

Publications

Peer reviewed articles (6)

Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients

Author(s): Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek
Published in: PLOS ONE, 13/3, 2018, Page(s) e0190323, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0190323

Factors associated with health-related quality of life in stable ambulatory congestive heart failure patients: Systematic review

Author(s): Anneleen Baert, Delphine De Smedt, Johan De Sutter, Dirk De Bacquer, Paolo Emilio Puddu, Els Clays, Sofie Pardaens
Published in: European Journal of Preventive Cardiology, 25/5, 2018, Page(s) 472-481, ISSN 2047-4873
Publisher: SAGE Publications Ltd
DOI: 10.1177/2047487318755795

Sexual Activity in Patients With Heart Failure

Author(s): Anneleen Baert, Sofie Pardaens, Delphine De Smedt, Dirk De Bacquer, Els Clays
Published in: The Journal of Sexual Medicine, 14/5, 2017, Page(s) e341-e342, ISSN 1743-6095
Publisher: Blackwell Publishing Inc.
DOI: 10.1016/j.jsxm.2017.04.614

Continuous Blood Pressure Estimation from PPG Signal

Author(s): Gašper Slapničar, Matej Marinko, Mitja Luštrek
Published in: Informatica. An International Journal of Computing and Informatics, vol. 42, no. 1, 2018, Page(s) 33-42, ISSN 0350-5596
Publisher: Slovensko Drustvo Informatika

A Personal Decision Support System for Heart Failure Management (HeartMan): study protocol of the HeartMan randomized controlled trial

Author(s): Anneleen Baert, Els Clays, Larissa Bolliger, Delphine De Smedt, Mitja Lustrek, Aljoša Vodopija, Marko Bohanec, Paolo Emilio Puddu, Maria Costanza Ciancarelli, Michele Schiariti, Jan Derboven, Gennaro Tartarisco, Sofie Pardaens
Published in: BMC Cardiovascular Disorders, 18/1, 2018, ISSN 1471-2261
Publisher: BioMed Central
DOI: 10.1186/s12872-018-0921-2

Predictive factors for Health-related Quality of Life in Congestive Heart Failure: systematic review

Author(s): A Baert, S Pardaens, D De Smedt, N Pauwels, E Clays
Published in: European Journal of Public Health, 26/suppl_1, 2016, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckw174.118

Conference proceedings (15)

Continuous Blood Pressure Estimation from PPG Signal

Author(s): Gašper Slapničar, Matej Marinko, Mitja Luštrek
Published in: Information Society multiconference, Slovenian Conference on Artificial Intelligence, Volume A, 2017, Page(s) 71-74
Publisher: Institut »Jožef Stefan«

A mobile application for heart failure management

Author(s): Aljoša Vodopija, Anneleen Baert, Sofie Pardaens, Els Clays, Mitja Luštrek
Published in: Journal of the International Society for Telemedicine and EHealth, 5, eS2, 2017, Page(s) 1-57
Publisher: International Society for Telemedicine and eHealth

Predictive factors for mortality, hospitalisation and health-related quality of life in heart failure : a systematic literature search

Author(s): Sofie Pardaens, Anneleen Baert, Delphine De Smedt, Nele Pauwels, Els Clays
Published in: European Journal of Preventive Cardiology, Volume 24 Issue 1_suppl, 2017
Publisher: Sage

Designing a Personal Decision Support System for Congestive Heart Failure Management

Author(s): Marko Bohanec, Erik Dovgan, Pavel Maslov, Aljoša Vodopija, Mitja Luštrek, Paolo Emilio Puddu, Anneleen Baert, Sofie Pardaens, Els Clays
Published in: Information Society multiconference, Slovenian Conference on Artificial Intelligence, Volume A, 2017, Page(s) 67-70, ISBN 978-961-264-112-2
Publisher: Institut »Jožef Stefan«

Recognizing Hand-Specific Activities with a Smartwatch Placed on Dominant or Non-dominant Wrist

Author(s): Božidara Cvetković, Vid Drobnič, Mitja Luštrek
Published in: Information Society multiconference, Slovenian Conference on Artificial Intelligence, Volume A, 2017, Page(s) 75-78, ISBN 978-961-264-112-2
Publisher: Institut »Jožef Stefan«

HeartMan: (Self-)Managing Chronic Heart Failure

Author(s): Jan Derboven
Published in: CEUR Workshop Proceedings, vol. 2101, 2018
Publisher: RWTH Aachen University

Blood Pressure Estimation with a Wristband Optical Sensor

Author(s): Gašper Slapničar, Mitja Luštrek
Published in: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18, 2018, Page(s) 758-761, ISBN 9781-450359665
Publisher: ACM Press
DOI: 10.1145/3267305.3267708

Choosing Duty-Cycle Parameters for Context Recognition

Author(s): Vito Janko, Mitja Lustrek
Published in: 2018 14th International Conference on Intelligent Environments (IE), 2018, Page(s) 83-86, ISBN 978-1-5386-6844-3
Publisher: IEEE
DOI: 10.1109/ie.2018.00020

HeartMan: Personal Decision Support for Heart Failure Management

Author(s): Mitja Luštrek, Aljoša Vodopija, Marko Bohanec, Miha Mlakar, Erik Dovgan, Pavel Maslov, Anneleen Baert, Sofie Pardaens, Els Clays, Paolo Emilio Puddu
Published in: Proceedings of the IFIP DSS 2018: 19th Open Conference of the IFIP WG 8.3 on Decision Support Systems, 2018, Page(s) 83-84, ISBN 978-961-264-128-3
Publisher: Jožef Stefan Institute

mhealth and psycho-physical well-being

Author(s): Jan Derboven, Roos Voorend, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Sebastiano Nucera, Katleen Van der Gucht
Published in: Proceedings of the 10th Nordic Conference on Human-Computer Interaction - NordiCHI '18, 2018, Page(s) 952-955, ISBN 9781-450364379
Publisher: ACM Press
DOI: 10.1145/3240167.3240261

Mapping the health technology needs of congestive heart failure patients - user needs vs. feasibility

Author(s): Karin Siegers, Maarten Van Mechelen, Jeroen Vanattenhoven
Published in: Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '17, 2017, Page(s) 266-271, ISBN 9781-450363631
Publisher: ACM Press
DOI: 10.1145/3154862.3154916

Hospitalisation Prediction from Telemonitoring Data in Congestive Heart Failure Patients

Author(s): Božidara Cvetković, Aljoša Vodopija, Mitja Luštrek, Drago Rudel, Zdravko Balorda
Published in: International Joint Conference on Artificial Intelligence, Workshop on Knowledge Discovery in Healthcare Data, 2016
Publisher: AAAI Press

Aplikacija za pomoč pri telesni vadbi bolnikov s srčnim popuščanjem (Application for exercise of heart-faliure patients)

Author(s): Mitja Luštrek, Erik Dovgan, Aljoša Vodopija, Marko Bohanec, Anneleen Baert, Sofie Pardaens, Els Clays
Published in: Information Society multiconference, Workshop on Electronic and Mobile Health, 2016
Publisher: Jožef Stefan Institute

Napovedovanje hospitalizaciji pri bolnikih s srčnim popuščanjem iz podatkov telespremljanja (Hospitalisation Prediction from Telemonitoring Data in Congestive Heart Failure Patients)

Author(s): Aljoša Vodopija, Božidara Cvetković, Mitja Luštrek, Drago Rudel, Zdravko Balorda
Published in: Information Society multiconference, Workshop on Electronic and Mobile Health, 2016
Publisher: Jožef Stefan Institute

Predictive models to improve the wellbeing of heart-failure patients

Author(s): Aljoša Vodopija, Miha Mlakar, Mitja Luštrek
Published in: Artificial Intelligence in Medicine conference, Workshop on Advanced Predictive Models in Healthcare, 2017
Publisher: Springer

Thesis dissertations (2)

Continuous blood pressure estimation from PPG signal

Author(s): Gašper Slapničar, Mitja Luštrek, Matjaž Kukar
Published in: 2018
Publisher: University of Ljubljana

SEXUAL ACTIVITY IN HEART FAILURE- An exploration of the patients’ and healthcare providers’ perspective and its relation with health-related quality of life

Author(s): Anneleen Baert
Published in: 2019
Publisher: University of Gent