This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (619) Clinical Information and Decision Making (1915) Design and Usability of Clinical Software and EHRs (348) Artificial Intelligence (2129) Adoption and Change Management of eHealth Systems (894) Decision Support for Health Professionals (1539)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50158, first published .
Holistic Human-Serving Digitization of Health Care Needs Integrated Automated System-Level Assessment Tools

Holistic Human-Serving Digitization of Health Care Needs Integrated Automated System-Level Assessment Tools

Holistic Human-Serving Digitization of Health Care Needs Integrated Automated System-Level Assessment Tools

Authors of this article:

Cindy Welzel1 Author Orcid Image ;   Fabienne Cotte2 Author Orcid Image ;   Magdalena Wekenborg1 Author Orcid Image ;   Baptiste Vasey3 Author Orcid Image ;   Peter McCulloch3 Author Orcid Image ;   Stephen Gilbert1 Author Orcid Image
Article Authors Cited by (17) Tweetations (2) Metrics

Journals

  1. Morelli S, D’Avenio G, Daniele C, Grigioni M, Giansanti D. Under the Tech Umbrella: Assessing the Landscape of Telemedicine Innovations (Telemechron Study). Healthcare 2024;12(6):615 View
  2. Morelli S, Daniele C, D’Avenio G, Grigioni M, Giansanti D. Pioneering a Framework for Robust Telemedicine Technology Assessment (Telemechron Study). Technologies 2024;12(3):37 View
  3. Gilbert S, Kather J, Hogan A. Augmented non-hallucinating large language models as medical information curators. npj Digital Medicine 2024;7(1) View
  4. Mathias R, McCulloch P, Chalkidou A, Gilbert S. Digital health technologies need regulation and reimbursement that enable flexible interactions and groupings. npj Digital Medicine 2024;7(1) View
  5. Mathias R, McCulloch P, Chalkidou A, Gilbert S. How can regulation and reimbursement better accommodate flexible suites of digital health technologies?. npj Digital Medicine 2024;7(1) View
  6. Brückner S, Brightwell C, Gilbert S. FDA launches health care at home initiative to drive equity in digital medical care. npj Digital Medicine 2024;7(1) View
  7. Kaladharan S, Manayath D, Gopalakrishnan R. Regulatory Challenges in AI/ML-Enabled Medical Devices: A Scoping Review and Conceptual Framework. Journal of Medical Devices 2024;18(4) View
  8. Welzel C, Brückner S, Brightwell C, Fenech M, Gilbert S, Ayatollahi H. A transparent and standardized performance measurement platform is needed for on-prescription digital health apps to enable ongoing performance monitoring. PLOS Digital Health 2024;3(11):e0000656 View
  9. Mathias R, Vasey B, Chalkidou A, Riedemann L, Melvin T, Gilbert S. Safe AI-enabled digital health technologies need built-in open feedback. Nature Medicine 2025;31(2):370 View
  10. Rademakers F, Biasin E, Bruining N, Caiani E, Davies R, Gilbert S, Kamenjasevic E, McGauran G, O’Connor G, Rouffet J, Vasey B, Fraser A. CORE-MD clinical risk score for regulatory evaluation of artificial intelligence-based medical device software. npj Digital Medicine 2025;8(1) View
  11. Wekenborg M, Gilbert S, Kather J. Examining human-AI interaction in real-world healthcare beyond the laboratory. npj Digital Medicine 2025;8(1) View
  12. Mathias R, Schönfelder A, Welzel C, Gilbert S. Letter to the Editor on “From Concept to Clinic: Living Labs and Regulatory Sandboxes for Health System Digitalization and the Integration of Innovative Devices Into Clinical Workflows”. IEEE Journal of Translational Engineering in Health and Medicine 2025;13:214 View
  13. Gilbert S, Mathias R, Schönfelder A, Wekenborg M, Steinigen-Fuchs J, Dillenseger A, Ziemssen T. A roadmap for safe, regulation-compliant Living Labs for AI and digital health development. Science Advances 2025;11(20) View
  14. Zhou Y, Long R, Liu X. The impact of wage structure and ability on the incentives for practitioners to engage in primary care in China: a mathematical analysis based on the incentive mechanism of heterogeneous practitioners and tripartite evolutionary game. Frontiers in Public Health 2025;13 View
  15. Akinbobola E, De Domenico F, Manetti S, Noto G. Health technology assessment (HTA) and performance management (PM): a scoping review on the intersecting realms. BMC Health Services Research 2025;25(1) View
  16. Schönfelder A, Eberlein-Gonska M, Hülsken-Giesler M, Jovy-Klein F, Kather J, Kohoutek E, Lennefer T, Liebert E, Lipprandt M, Mathias R, Muti H, Obergassel J, Reibel T, Rösler U, Schneider M, Schlicht L, Schlieter H, Schmieding M, Schweingruber N, Sedlmayr M, Strametz R, Susec B, Wekenborg M, Weicken E, Weitz K, Diehl A, Gilbert S. Collaborative and cooperative hospital in-house medical device development and implementation in the AI age: the EURAID-framework compatible with European values (Preprint). Journal of Medical Internet Research 2025 View

Conference Proceedings

  1. Zaikina A, Surin D, Shukatka O, Oliinyk N, Kharchenko S, Semenikhina O. 2025 MIPRO 48th ICT and Electronics Convention. Design and Implementation of a Curriculum on Digital Health Tools for Future Physical Therapists View