Empowering healthy lifestyle behaviour through personalised intervention portfolios using a healthy lifestyle recommender system to prevent and control obesity in older adults: pilot study protocols from the HealthyW8 project.

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Title: Empowering healthy lifestyle behaviour through personalised intervention portfolios using a healthy lifestyle recommender system to prevent and control obesity in older adults: pilot study protocols from the HealthyW8 project.
Authors: Vahid F; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg., Loyola-Leyva A; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg torsten.bohn@gmx.ch alejandra.loyolaleyva@lih.lu., Bouzas C; Health Research Institute of the Balearic Islands, Palma de Mallorca, Spain., Tur JA; Health Research Institute of the Balearic Islands, Palma de Mallorca, Spain., Ivanova Y; Regional Cluster North-East, Varna, Bulgaria., Doychinov B; Regional Cluster North-East, Varna, Bulgaria., Nikolov R; Virtech, Sofia, Bulgaria., Chikalanov A; Virtech, Sofia, Bulgaria., De Magistris T; Centro de Investigación y Tecnología Agroalimentaria de Aragon (CITA), Aragon, Zaragoza, Spain., Halimi J; Centro de Investigación y Tecnología Agroalimentaria de Aragon (CITA), Aragon, Zaragoza, Spain., Forberger S; Leibniz Institute for Prevention Research and Epidemiology (BIPS), Bremen, Bremen, Germany., Stahl C; Luxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg, Luxembourg., Evers S; Eindhoven University of Technology, Eindhoven, Netherlands., Devaux Y; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg., Malisoux L; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg., Mendon P; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg., Celebic A; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg., Vaillant M; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg., Gantenbein M; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg., Skhiri L; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg., Kallas Z; Research Center for Agri-Food Economics and Development (CREDA-UPC-IRTA), Universitat Politècnica de Catalunya, Barcelona, Spain., Garcia L; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg., Bohn T; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg torsten.bohn@gmx.ch alejandra.loyolaleyva@lih.lu.
Corporate Authors: HealthyW8 consortium
Source: BMJ open [BMJ Open] 2026 Mar 25; Vol. 16 (3), pp. e108771. Date of Electronic Publication: 2026 Mar 25.
Publication Type: Journal Article
Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Vahid+F%22">Vahid F</searchLink>; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Loyola-Leyva+A%22">Loyola-Leyva A</searchLink>; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg torsten.bohn@gmx.ch alejandra.loyolaleyva@lih.lu.<br /><searchLink fieldCode="AU" term="%22Bouzas+C%22">Bouzas C</searchLink>; Health Research Institute of the Balearic Islands, Palma de Mallorca, Spain.<br /><searchLink fieldCode="AU" term="%22Tur+JA%22">Tur JA</searchLink>; Health Research Institute of the Balearic Islands, Palma de Mallorca, Spain.<br /><searchLink fieldCode="AU" term="%22Ivanova+Y%22">Ivanova Y</searchLink>; Regional Cluster North-East, Varna, Bulgaria.<br /><searchLink fieldCode="AU" term="%22Doychinov+B%22">Doychinov B</searchLink>; Regional Cluster North-East, Varna, Bulgaria.<br /><searchLink fieldCode="AU" term="%22Nikolov+R%22">Nikolov R</searchLink>; Virtech, Sofia, Bulgaria.<br /><searchLink fieldCode="AU" term="%22Chikalanov+A%22">Chikalanov A</searchLink>; Virtech, Sofia, Bulgaria.<br /><searchLink fieldCode="AU" term="%22De+Magistris+T%22">De Magistris T</searchLink>; Centro de Investigación y Tecnología Agroalimentaria de Aragon (CITA), Aragon, Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Halimi+J%22">Halimi J</searchLink>; Centro de Investigación y Tecnología Agroalimentaria de Aragon (CITA), Aragon, Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Forberger+S%22">Forberger S</searchLink>; Leibniz Institute for Prevention Research and Epidemiology (BIPS), Bremen, Bremen, Germany.<br /><searchLink fieldCode="AU" term="%22Stahl+C%22">Stahl C</searchLink>; Luxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Evers+S%22">Evers S</searchLink>; Eindhoven University of Technology, Eindhoven, Netherlands.<br /><searchLink fieldCode="AU" term="%22Devaux+Y%22">Devaux Y</searchLink>; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Malisoux+L%22">Malisoux L</searchLink>; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Mendon+P%22">Mendon P</searchLink>; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Celebic+A%22">Celebic A</searchLink>; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Vaillant+M%22">Vaillant M</searchLink>; Competence Centre for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Gantenbein+M%22">Gantenbein M</searchLink>; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Skhiri+L%22">Skhiri L</searchLink>; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Kallas+Z%22">Kallas Z</searchLink>; Research Center for Agri-Food Economics and Development (CREDA-UPC-IRTA), Universitat Politècnica de Catalunya, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Garcia+L%22">Garcia L</searchLink>; Clinical and Epidemiological Investigation Center, Luxembourg Institute of Health, Strassen, Luxembourg, Luxembourg.<br /><searchLink fieldCode="AU" term="%22Bohn+T%22">Bohn T</searchLink>; Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg torsten.bohn@gmx.ch alejandra.loyolaleyva@lih.lu.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BMJ+Publishing+Group+Ltd%22">BMJ Publishing Group Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101552874 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2044-6055 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220446055%22">20446055 </searchLink><i>NLM ISO Abbreviation: </i>BMJ Open <i>Subsets: </i>MEDLINE
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