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

Resultado final

Web page included in the WARIFA website containing a prototype of map display of the community risk profiles for the pilot communities studied in Romania, Spain and Norway

Web page included in the WARIFA website containing a prototype of map display of the community risk profiles for the pilot communities studied in Romania, Spain and Norway (M24)

Web site

Periodic activity and management report update
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

Report on the specifications of the WARIFA app interface
Dissemination activities report
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

Periodic risk and ethics management report update 2
Data security and anonymisation measures
Plan for the dissemination and exploitation of results - update
Report on end-user interface design and usability-related requirements

Report on enduser interface design and usabilityrelated requirements M18

Final version of blueprint of the AI preventive system including input and output variables, end-user interface design and usability-related requirements

Final version of blueprint of the AI preventive system including input and output variables, end-user interface design and usability-related requirements (M36)

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

Data Management Plan

Data pilot into a joint processing pipeline for data fusion and feature extraction
Pilot prototype on heterogenous data for monitor risk factors and to provide preventive behavior over time
List of risk factors and a risk calculator
Description of the designed graphical user interfaces and data acquisition functionalities
Demonstration of the data acquisition functionalities as part of the WARIFA app

Method for generating the optimum model to be transmitted to WP6 based on information from WP4

Publicaciones

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

Autores: Clara García-Vicente; David Chushig-Muzo; Inmaculada Mora-Jiménez; Himar Fabelo; Inger Torhild Gram; Maja-Lisa Løchen; Conceição Granja; Cristina Soguero-Ruiz
Publicado en: Applied Science, Edición Volume 13, Edición 7, 2023, ISSN 2076-3417
Editor: Applied Science
DOI: 10.3390/app13074119

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

Autores: 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
Publicado en: Journal of Medical Internet Research, Edición v.25; 2023, 2023, ISSN 1438-8871
Editor: 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

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

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Resultado final

Publicaciones

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