Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/46407
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dc.contributor.authorLoo, Rebecca Ting Jiin-
dc.contributor.authorNasta, Francesco-
dc.contributor.authorMacchi, Mirco-
dc.contributor.authorBaudot, Anais-
dc.contributor.authorBurstein, Frada-
dc.contributor.authorBove, Riley-
dc.contributor.authorGreve, Maike-
dc.contributor.authorFroehlich, Holger-
dc.contributor.authorKhalid, Sara-
dc.contributor.authorKuederle, Arne-
dc.contributor.authorMoore, Susan L.-
dc.contributor.authorSTORMS, Valerie-
dc.contributor.authorTorous, John-
dc.contributor.authorGlaab, Enrico-
dc.date.accessioned2025-07-24T07:22:00Z-
dc.date.available2025-07-24T07:22:00Z-
dc.date.issued2025-
dc.date.submitted2025-07-18T10:02:45Z-
dc.identifier.citationJournal of Medical Internet Research, 27 (Art N° e56747)-
dc.identifier.urihttp://hdl.handle.net/1942/46407-
dc.description.abstractDigital health technology tools (DHTTs) have the potential to transform health care delivery by enabling new forms of participatory and personalized care that fit into patients' daily lives. However, realizing this potential requires careful navigation of numerous challenges. This viewpoint presents the authors' experiences and perspectives on the development and implementation of DHTTs, addressing both established practices and controversial topics. This article offers a practical guide organized into 10 recommendations derived from a multidisciplinary lecture series and associated workshop discussions on "Digital Health and Digital Biomarkers" held at the University of Luxembourg in 2023-2024. Key messages include the need to understand specific health care challenges, form interdisciplinary teams, incorporate patient feedback, select appropriate measurement technologies, ensure data integration and interoperability, apply advanced data science techniques, use scalable designs and open standards, comply with regulatory requirements, and maintain continuous evaluation and improvement. While the guide highlights essential practices, it also addresses contentious issues such as balancing innovation with regulatory compliance, addressing ethical concerns in artificial intelligence adoption, managing privacy versus the need for comprehensive data integration and open science, and managing the financial sustainability of DHTTs. The authors argue that digital health's greatest potential lies in its ability to provide participatory and personalized care, but this requires a delicate balance between technological advances and ethical, legal, and social implications. Overall, this workshop-derived viewpoint aims to help health care professionals, engineers, developers, and researchers not only adopt best practices but also address and resolve the controversial aspects inherent in the development of DHTTs.-
dc.description.sponsorshipWe are grateful to the participants of our lecture series on “Digital Health and Digital Biomarkers” for their engaging discussions and valuable feedback, which significantly shaped the content of our manuscript. We acknowledge funding support by the Luxembourg National Research Fund (FNR) as part of the RESCOM scientific events grant for the lecture series “Digital Health and Digital Biomarkers” (RESCOM/2022/16988941) and for the project DIGIPD (INTER/ERAPerMed 20/14599012) as part of the European Union’s Horizon 2020 Programme for Research and Innovation.-
dc.language.isoen-
dc.publisherJMIR PUBLICATIONS, INC-
dc.rightsRebecca Ting Jiin Loo, Francesco Nasta, Mirco Macchi, Anaïs Baudot, Frada Burstein, Riley Bove, Maike Greve, Holger Fröhlich, Sara Khalid, Arne Küderle, Susan L Moore, Valerie Storms, John Torous, Enrico Glaab. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 11.06.2025. This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.-
dc.subject.otherdigital health-
dc.subject.otherhealth care technology-
dc.subject.othermobile health-
dc.subject.othertelehealth-
dc.subject.otherrecommendations-
dc.subject.otheruser engagement-
dc.subject.otherdata privacy-
dc.subject.otherregulatory compliance-
dc.subject.otherinterdisciplinary collaboration-
dc.subject.otheruser-centered design-
dc.subject.otherdata interoperability-
dc.subject.othertechnology-
dc.subject.otherapplication-
dc.subject.otherwearable-
dc.subject.otherelectronic health record-
dc.subject.otherreal-time-
dc.subject.otherhealth monitoring-
dc.titleRecommendations for Successful Development and Implementation of Digital Health Technology Tools-
dc.typeJournal Contribution-
dc.identifier.volume27-
local.format.pages15-
local.bibliographicCitation.jcatA1-
dc.description.notesGlaab, E (corresponding author), Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Biomed Data Sci Grp, 6 Ave Swing, L-4367 Belvaux, Luxembourg.-
dc.description.notesenrico.glaab@uni.lu-
local.publisher.place130 QUEENS QUAY East, Unit 1100, TORONTO, ON M5A 0P6, CANADA-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.artnre56747-
dc.identifier.doi10.2196/56747-
dc.identifier.pmid40499040-
dc.identifier.isi001513547800004-
dc.contributor.orcidFrohlich, Holger/0000-0002-5328-1243;-
dc.identifier.eissn-
local.provider.typewosris-
local.description.affiliation[Loo, Rebecca Ting Jiin; Nasta, Francesco; Macchi, Mirco; Moore, Susan L.; Storms, Valerie; Torous, John; Glaab, Enrico] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Biomed Data Sci Grp, 6 Ave Swing, L-4367 Belvaux, Luxembourg.-
local.description.affiliation[Baudot, Anais; Torous, John] Aix Marseille Univ, Marseille Med Genet MMG, INSERM, Marseille, France.-
local.description.affiliation[Burstein, Frada] Monash Univ, Fac Informat Technol, Dept Human Ctr Comp, Melbourne, Australia.-
local.description.affiliation[Bove, Riley] Univ Calif San Francisco, UCSF Weill Inst Neurosci, San Francisco, CA USA.-
local.description.affiliation[Greve, Maike] Copenhagen Business Sch, Dept Digitalizat, Frederiksberg, Denmark.-
local.description.affiliation[Froehlich, Holger] Fraunhofer Inst Algorithms & Sci Comp, Dept Bioinformat, St Augustin, Germany.-
local.description.affiliation[Froehlich, Holger] Univ Bonn, Bonn Aachen Int Ctr Informat Technol b it, Bonn, Germany.-
local.description.affiliation[Khalid, Sara] Univ Oxford, Ctr Stat Med, Botnar Res Ctr, Oxford, England.-
local.description.affiliation[Kuederle, Arne] Friedrich Alexander Univ Erlangen Nurnberg, Dept Artificial Intelligence Biomed Engn AIBE, Bayern, Germany.-
local.description.affiliation[Moore, Susan L.] Colorado Sch Publ Hlth, Dept Community & Behav Hlth, Aurora, CO USA.-
local.description.affiliation[Storms, Valerie] PEP Matters, Hasselt, Belgium.-
local.description.affiliation[Torous, John] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Psychiat, Boston, MA USA.-
local.uhasselt.internationalyes-
item.contributorLoo, Rebecca Ting Jiin-
item.contributorNasta, Francesco-
item.contributorMacchi, Mirco-
item.contributorBaudot, Anais-
item.contributorBurstein, Frada-
item.contributorBove, Riley-
item.contributorGreve, Maike-
item.contributorFroehlich, Holger-
item.contributorKhalid, Sara-
item.contributorKuederle, Arne-
item.contributorMoore, Susan L.-
item.contributorSTORMS, Valerie-
item.contributorTorous, John-
item.contributorGlaab, Enrico-
item.accessRightsOpen Access-
item.fulltextWith Fulltext-
item.fullcitationLoo, Rebecca Ting Jiin; Nasta, Francesco; Macchi, Mirco; Baudot, Anais; Burstein, Frada; Bove, Riley; Greve, Maike; Froehlich, Holger; Khalid, Sara; Kuederle, Arne; Moore, Susan L.; STORMS, Valerie; Torous, John & Glaab, Enrico (2025) Recommendations for Successful Development and Implementation of Digital Health Technology Tools. In: Journal of Medical Internet Research, 27 (Art N° e56747).-
crisitem.journal.issn1438-8871-
Appears in Collections:Research publications
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