Application of Artificial Intelligence Models in Predicting Clinical Outcomes after Nerve Block in Orthopedic Surgery

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UDC.coleccionPublicacións UDC
UDC.conferenceTitleXoveTIC: impulsando el talento científico (8º. 2025. A Coruña)
UDC.endPage222
UDC.grupoInvTecnoloxía Aplicada á Investigación en Ocupación, Igualdade e Saúde (TALIONIS)
UDC.institutoCentroCITIC - Centro de Investigación de Tecnoloxías da Información e da Comunicación
UDC.startPage215
dc.contributor.authorRivadulla Brey, Jorge
dc.contributor.authorPardo-Rodríguez, Jerónimo
dc.contributor.authorGarcía-Reza, Laura
dc.contributor.authorAguiar-Pulido, Vanessa
dc.contributor.authorPereira Loureiro, Miguel Ángel
dc.date.accessioned2026-09-16T18:10:20Z
dc.date.available2026-09-16T18:10:20Z
dc.date.issued2025
dc.descriptionPresentado en: VIII Congreso Xove TIC: impulsando el talento científico. Octubre, 2025, A Coruña.
dc.description.abstract[Abstract] This project aims to analyze the effect of the anesthesiology technique of nerve block on the postoperative outcomes of patients undergoing hip and knee surgery. Using the collected data, which includes variables such as pain levels, medication intake, and satisfaction with the procedure, the goal is to develop an artificial intelligence model capable of determining which approach, using a nerve block or not, offers better clinical results. The main objective of this project is to demonstrate that the use of nerve blocks contributes to a less painful recovery and a lower consumption of analgesics.
dc.description.sponsorshipThis work was supported by Universidade da Coruña, Xunta de Galicia and CITIC. TALIONIS Research Group of the University of A Coruña (grants for the consolidation and structuring of competitive research units ED431B 2025/23). CITIC is a center accredited for excellence within the Galician University System and a member of the CIGUS Network (Ref. ED431G2023/01). Additionally, it is co-financed by the European Union through the FEDER Galicia 2021–2027 operational program.
dc.description.sponsorshipXunta de Galicia; ED431G2023/01
dc.description.sponsorshipXunta de Galicia; ED431B 2025/23
dc.identifier.citationRivadulla Brey, J., Pardo-Rodríguez, J., García-Reza, L., Aguiar-Pulido, V., Pereira Loureiro, M.A. (2026). Application of Artificial Intelligence Models in Predicting Clinical Outcomes after Nerve Block in Orthopedic Surgery. In Proceedings XoveTIC 2025: Impulsando el talento científico (pp. 215-222). Servizo de Publicacións UDC. https://doi.org/10.17979/spu.23.c38
dc.identifier.doi10.17979/spu.23.c38
dc.identifier.isbn978-84-9749-925-5
dc.identifier.urihttps://hdl.handle.net/2183/49284
dc.language.isoeng
dc.publisherUniversidade da Coruña, Servizo de Publicacións
dc.relation.urihttps://doi.org/10.17979/spu.23.c38
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectArtificial intelligence
dc.subjectNerve block
dc.subjectOrthopedic surgery
dc.subjectClinical outcome prediction
dc.subjectPostoperative pain management
dc.titleApplication of Artificial Intelligence Models in Predicting Clinical Outcomes after Nerve Block in Orthopedic Surgery
dc.typeconference output
dspace.entity.typePublication

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Congreso XoveTIC: impulsando el talento científico (8º. 2025. A Coruña)