A computer-aided decision support system for shoulder pain pathology

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dc.contributor.authorLópez de Ipiña, K.
dc.contributor.authorHernández, M. C.
dc.contributor.authorGraña, M.
dc.contributor.authorMartínez, E.
dc.contributor.authorVaquero, C.
dc.contributor.editorCorchado, Emilio
dc.contributor.editorDemazeau, Yves
dc.contributor.editorPawlewski, Pawel
dc.contributor.editorCorchado, Juan M.
dc.contributor.editorJulián, Vicente
dc.contributor.editorCorchuelo, Rafael
dc.contributor.editorCampbell, Andrew
dc.contributor.editorFernández-Riverola, Florentino
dc.contributor.editorDignum, Frank
dc.contributor.editorBajo, Javier
dc.contributor.institutionPRINTEX
dc.date.accessioned2024-07-24T11:57:53Z
dc.date.available2024-07-24T11:57:53Z
dc.date.issued2010
dc.descriptionPublisher Copyright: © Springer-Verlag Berlin Heidelberg 2010.
dc.description.abstractA musculoskeletal disorder is a condition of the musculoskeletal system which consists in that part of it is injured continuously over time. Shoulder disorders are one of the most common musculoskeletal cases attended in primary health care services. Shoulder disorders cause pain and limit the ability to perform many routine activities and affect about 15-25% of the general population. Several clinical tests have been described to aid diagnosis of shoulder disorders. However, the current literature acknowledges a lack of concordance in clinical assessment, even among musculoskeletal specialists. In this work a Computer-Aided Decision Support (CADS) system for Shoulder Pain Pathology has been developed. The paper presents the medical method and the development of the database and the (CADS) system based on several classical classification paradigms improve by covariance estimation methods. Finally the system was evaluated by a medical specialist.en
dc.description.sponsorshipAcknowledgements. The involved work has received financial support from the Spanish Ministerio de Ciencia y Tecnología, IBEROEKA 2005 plan and the Spanish Ministerio de Ciencia y Tecnología, project TSI2006-14250-C02-01.
dc.description.statusPeer reviewed
dc.format.extent8
dc.identifier.citationLópez de Ipiña , K , Hernández , M C , Graña , M , Martínez , E & Vaquero , C 2010 , A computer-aided decision support system for shoulder pain pathology . in E Corchado , Y Demazeau , P Pawlewski , J M Corchado , V Julián , R Corchuelo , A Campbell , F Fernández-Riverola , F Dignum & J Bajo (eds) , Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems . Advances in Intelligent Systems and Computing , vol. 71 , Springer Verlag , pp. 705-712 , 8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010 , Salamanca , Spain , 26/04/10 . https://doi.org/10.1007/978-3-642-12433-4_83
dc.identifier.citationconference
dc.identifier.doi10.1007/978-3-642-12433-4_83
dc.identifier.isbn9783642124327
dc.identifier.issn2194-5357
dc.identifier.urihttps://hdl.handle.net/11556/2781
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=84958570703&partnerID=8YFLogxK
dc.language.isoeng
dc.publisherSpringer Verlag
dc.relation.ispartofTrends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems
dc.relation.ispartofseriesAdvances in Intelligent Systems and Computing
dc.relation.projectIDMinisterio de Ciencia y Tecnología, MICYT, TSI2006-14250-C02-01
dc.relation.projectIDMinisterio de Ciencia Tecnología y Telecomunicaciones, MICITT
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsComputer-aided decision support system
dc.subject.keywordsMachine Learning
dc.subject.keywordsMusculoskeletal disorders
dc.subject.keywordsShoulder pain
dc.subject.keywordsControl and Systems Engineering
dc.subject.keywordsGeneral Computer Science
dc.titleA computer-aided decision support system for shoulder pain pathologyen
dc.typeconference output
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