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Watching the risk factors: Artificial intelligence and the prevention of chronic conditions

Deliverables

Report of the risk factors at the community level in pilot communities in Norway, Romania, Spain

Report of the risk factors at the community level in pilot communities in Norway Romania Spain

Periodic risk and ethics management report
Review of the literature on health-relevant outcomes

Review of the literature on healthrelevant outcomes

Report on the relevant data sources requirements (including from sensors and public community data sources)

Report on the relevant data sources requirements including from sensors and public community data sources

Plan for the dissemination and exploitation of results
QA Plan

D11 QA Plan M3 T11

Risk Management guideline

Risk management guideline M6 T14

Plan for the dissemination and exploitation of results update 1

Update Plan for the dissemination and exploitation of results

Evidence basis report on existing validated risk calculators and preventive digital systems for the studied CCs
Review of the literature on app-use and usability

Review of the literature on appuse and usability

Participant identification and recruitement plan

Participant identification recruitment plan and informed consent procedures

Periodic activity and ethics management report

Periodic activity and management report

Data security and anonymisation measures
Report on end-user interface design and usability-related requirements

Report on enduser interface design and usabilityrelated requirements M18

Confirmation of legal basis for data protection
Personalisation and validation protocol
Data minimisation plan
Blueprint for the design of the AI preventive system including input and output variables

Blueprint for the design of the AI preventive system including input and output variables

Publications

Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors

Author(s): Clara García-Vicente; David Chushig-Muzo; Inmaculada Mora-Jiménez; Himar Fabelo; Inger Torhild Gram; Maja-Lisa Løchen; Conceição Granja; Cristina Soguero-Ruiz
Published in: Applied Science, Issue Volume 13, Issue 7, 2023, ISSN 2076-3417
Publisher: Applied Science
DOI: 10.3390/app13074119

Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges

Author(s): Alejandro Deniz-Garcia; Himar Fabelo; Antonio J Rodriguez-Almeida; Garlene Zamora-Zamorano; Maria Castro-Fernandez; Maria del Pino Alberiche Ruano; Terje Solvoll; Conceição Granja; Thomas Roger Schopf; Gustavo M Callico; Cristina Soguero-Ruiz; Ana M Wägner; WARIFA Consortium
Published in: Journal of Medical Internet Research, Issue v.25; 2023, 2023, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/44030

Who are the “Hard-to-Reach” groups in chronic-health and health technology research? A scoping review

Author(s): Meghan Bradway, Henriette Lauvhaug Nybakke, Stine Agnete Ingebrigtsen and Kari Dyb
Published in: Proceedings of the 18th Scandinavian Conference on Health Informatics, 2022, Page(s) 195-203, ISBN 978-91-7929-344-4
Publisher: Linköping University Electronic Press
DOI: 10.3384/ecp187032

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