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“First, do no harm” in the digital era

2026-12Recensão Acesso aberto
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dc.contributor.authorMateus, Margarida
dc.contributor.authorAlho, Irina
dc.contributor.authorNeves, Ana Luísa
dc.contributor.authorLopes, Henrique
dc.contributor.authorCorreia, Mónica
dc.contributor.institutionInformation Management Research Center (MagIC) - NOVA Information Management School
dc.contributor.pblBMJ Publishing Group
dc.date.accessioned2026-02-24T10:36:01Z
dc.date.available2026-02-24T10:36:01Z
dc.date.issued2026-12
dc.descriptionMateus, M., Alho, I., Neves, A. L., Lopes, H., & Correia, M. (2026). “First, do no harm” in the digital era: examining the practicality of the European Health Data Space proposal and ethical implications of artificial intelligence: A systematic literature review. BMC Medical Ethics, 27, Article 35. https://doi.org/10.1186/s12910-025-01372-5 --- ALN is funded by the National Institute for Health and Care Research (NIHR) Applied Research Collaboration Northwest London, and NIHR Patient Safety Research Collaborative, with infrastructure support from Imperial NIHR Biomedical Research Centre. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
dc.description.abstractBackground This systematic review aims to synthesize the current knowledge about the applications and challenges of Artificial Intelligence (AI) technologies in healthcare, while evaluating the extent to which the European Union (EU) AI Act and the European Health Data Space (EHDS) contribute to ensuring responsible, secure, and ethically sound adoption of AI in clinical practice. Methods This review adheres to the guidelines set by the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) and has also been registered in PROSPERO. The PubMed®, Web of Science™, Scopus and ScienceDirect® databases were used as scientific search strategy. In addition, records identified through other sources (grey literature) were also assessed for eligibility and included. All studies published between 2020 and 2024 about the application of AI and its regulation and ethical implications, particularly in healthcare, were included. Eligible studies were assessed for potential risk of bias during data extraction and quality evaluation screening. Results A total of 76 studies were included. Although AI technologies have several applications in the healthcare sector such as disease diagnosis, treatment, clinical data management, automated surgery, remote health monitoring, elderly patient care and/ or biomedical research, important ethical issues are raised when using AI, namely data privacy, safety, lack of transparency, explainability, trust and potential biases. Conclusions A proper application and compliance with established ethical principles, and legal regulations such as the EU AI Act and the EHDS are fundamental to ensure a responsible, safe, sustainable and trustworthy use of AI in healthcare.en
dc.description.versionpublishersversion
dc.description.versionepub_ahead_of_print
dc.format.extent26
dc.format.extent2189836
dc.identifier.doi10.1186/s12910-025-01372-5
dc.identifier.issn0306-6800
dc.identifier.otherPURE: 154385635
dc.identifier.otherPURE UUID: e1a2e0bb-3b30-420d-9863-6c7eb97d1595
dc.identifier.othercrossref: 10.1186/s12910-025-01372-5
dc.identifier.otherScopus: 105030946660
dc.identifier.otherWOS: 001697721900001
dc.identifier.otherPubMed: 41519775
dc.identifier.urihttp://hdl.handle.net/10362/200592
dc.identifier.urlhttps://www.scopus.com/pages/publications/105030946660
dc.identifier.urlhttps://www.webofscience.com/wos/woscc/full-record/WOS:001697721900001
dc.language.isoeng
dc.peerreviewedyes
dc.subjectArtificial intelligence
dc.subjectEHDS
dc.subjectEU AI act
dc.subjectEthics
dc.subjectHealthcare
dc.subjectRegulation
dc.subjectIssues, ethics and legal aspects
dc.subjectHealth(social science)
dc.subjectHealth Policy
dc.subjectSDG 3 - Good Health and Well-being
dc.title“First, do no harm” in the digital eraen
dc.title.subtitleexamining the practicality of the European Health Data Space proposal and ethical implications of artificial intelligence: A systematic literature reviewen
dc.typereview
degois.publication.titleBMC Medical Ethics
degois.publication.volume27
dspace.entity.typePublication
rcaap.rightsopenAccess

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