Usefulness of mixed reality in surgical treatment: Delphi study

UDC.coleccionInvestigación
UDC.departamentoFisioterapia, Medicina e Ciencias Biomédicas
UDC.grupoInvTecnoloxía Aplicada á Investigación en Ocupación, Igualdade e Saúde (TALIONIS)
UDC.institutoCentroCITIC - Centro de Investigación de Tecnoloxías da Información e da Comunicación
UDC.journalTitleJournal of Medical Internet Research
UDC.startPagee69964
UDC.volume27
dc.contributor.authorMagalhães, Renato
dc.contributor.authorLima, Ana Carolina
dc.contributor.authorMarques, António
dc.contributor.authorPereira, Javier
dc.contributor.authorLara Santos, Lúcio
dc.date.accessioned2026-01-29T11:14:58Z
dc.date.available2026-01-29T11:14:58Z
dc.date.issued2025-07-08
dc.description.abstract[Abstract] Background: Mixed reality (MR) combines real and virtual elements and has shown promise in diverse fields, including surgical procedures. MR headsets may support surgical navigation, planning, and training. It is crucial to determine whether medical professionals consider this technology indispensable. This study uses the Delphi method, facilitated by the Welphi web-based platform, to assess the utility of MR in surgical settings and analyzes the results of the first round using a systematic approach modeled on the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) framework. Objective: This study aims to examine the feasibility and advantages of MR technology in surgical contexts. The findings are intended to inform and direct health care professionals, researchers, and developers in advancing MR integration into surgical environments to optimize treatment quality and safety. Methods: A 3-round Delphi approach was implemented to ascertain consensus on the utility of MR in surgical treatment. Participants (n=22) were purposefully selected from among experts with professional experience in technologies such as virtual reality, augmented reality, 3D laparoscopy, and robotics. In the first round, participants provided insights into the potential applications of MR in surgical procedures through open-ended questions structured across 5 distinct sections. Responses were analyzed to develop the second-round questionnaire, which was hierarchically organized into main topics and subtopics. In the third round, the questions were identical to those in the second round, including the percentage results, allowing participants to reconsider their responses. A consensus round was subsequently conducted. The majority consensus level was defined as agreement by ≥70% of the participants in a given round. Results: The study was conducted from January to May 2024. All 22 invited experts provided responses in both the first and second rounds (100% response rate). In the third and consensus rounds, 20 (91%) of the 22 experts participated. The consensus round, conducted to present the results, yielded a majority consensus (19/20, 95%) on the usefulness of MR in surgical treatment. The primary benefits of MR in surgery were identified as surgical navigation (15/20, 75%), planning (15/20, 75%), and teaching and training (14/20, 70%). In addition, 75% (15/20) of the experts identified cost and investments as primary constraints. We used the Kendall tau-b coefficient for correlation analysis, and significant correlations were identified between distinct aspects. Conclusions: MR technology is most beneficial in surgical navigation, planning, and training. However, the costs and investments required for implementation may present a potential limitation for the integration of this technology into surgical procedures. Moreover, it is of crucial importance to consider the ethical implications associated with MR use, particularly regarding patient safety and privacy.
dc.description.sponsorshipThis work was supported by Fundação para a Ciência e a Tecnologia (FCT; Foundation for Science and Technology) through Research and Development Units funding (UIDB/05210/2020) and Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC; Research Center in Information and Communication Technologies), as a center accredited for excellence within the Galician university system and a member of the Centros de Investigación del Sistema Universitario de Galicia (CIGUS; Research Centers of the Galician University System) network cofinanced by the European Union (Fondo Europeo de Desenvolvemento Rexional [FEDER] Galicia 2021-27; ED431G 2023/01) and the TALIONIS (Tecnología Aplicada a la Investigación en Ocupación, Igualdad y Salud [Technology Applied to Research in Occupation, Equality, and Health)] research group (ED431B 2022/39).
dc.identifier.citationMagalhães R, Lima AC, Marques A, Pereira J, Santos LL. Usefulness of mixed reality in surgical treatment: Delphi study. J Med Internet Res. 2025 Jul 8;27:e69964.
dc.identifier.doi10.2196/69964
dc.identifier.issn1438-8871
dc.identifier.urihttps://hdl.handle.net/2183/47151
dc.language.isoeng
dc.publisherJMIR Publications
dc.relation.projectIDXunta de Galicia; ED431G 2023/01
dc.relation.projectIDXunta de Galicia; ED431B 2022/39
dc.relation.urihttps://doi.org/10.2196/69964
dc.rightsAttribution 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDelphi study
dc.subjectAugmented reality
dc.subjectConsensus
dc.subjectExtended reality
dc.subjectMixed reality
dc.subjectOperating rooms
dc.subjectSurgery
dc.titleUsefulness of mixed reality in surgical treatment: Delphi study
dc.typejournal article
dc.type.hasVersionVoR
dspace.entity.typePublication
relation.isAuthorOfPublicationa435b1b6-22a7-49e2-a5bd-854ebe0ac947
relation.isAuthorOfPublication.latestForDiscoverya435b1b6-22a7-49e2-a5bd-854ebe0ac947

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