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Improving knowledge management through the support of image examination and data annotation using DICOM structured reporting

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Improving knowledge management through the support of image examination and data annotation using DICOM structured reporting

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dc.contributor.author Salavert Torres, José es_ES
dc.contributor.author Segrelles Quilis, José Damián es_ES
dc.contributor.author Blanquer Espert, Ignacio es_ES
dc.contributor.author Hernández García, Vicente es_ES
dc.date.accessioned 2014-07-24T09:04:23Z
dc.date.issued 2012-12
dc.identifier.issn 1532-0464
dc.identifier.uri http://hdl.handle.net/10251/38991
dc.description.abstract [EN] An important effort has been invested on improving the image diagnosis process in different medical areas using information technologies. The field of medical imaging involves two main data types: medical imaging and reports. Developments based on the DICOM standard have demonstrated to be a convenient and widespread solution among the medical community. The main objective of this work is to design a Web application prototype that will be able to improve diagnosis and follow-on of breast cancer patients. It is based on TRENCADIS middleware, which provides a knowledge-oriented storage model composed by federated repositories of DICOM image studies and DICOM-SR medical reports. The full structure and contents of the diagnosis reports are used as metadata for indexing images. The TRENCADIS infrastructure takes full advantage of Grid technologies by deploying multi-resource grid services that enable multiple views (reports schemes) of the knowledge database. The paper presents a real deployment of such Web application prototype in the Dr. Peset Hospital providing radiologists with a tool to create, store and search diagnostic reports based on breast cancer explorations (mammography, magnetic resonance, ultrasound, pre-surgery biopsy and post-surgery biopsy), improving support for diagnostics decisions. A technical details for use cases (outlining enhanced multi-resource grid services communication and processing steps) and interactions between actors and the deployed prototype are described. As a result, information is more structured, the logic is clearer, network messages have been reduced and, in general, the system is more resistant to failures. es_ES
dc.description.sponsorship The authors wish to thank the financial support received from The Spanish Ministry of Education and Science to develop the project "CodeCloud", with reference TIN2010-17804.
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Journal of Biomedical Informatics es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Data gid es_ES
dc.subject DICOM es_ES
dc.subject DICOM-SR es_ES
dc.subject Medical imaging es_ES
dc.subject Knowledge database es_ES
dc.subject.classification CIENCIAS DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Improving knowledge management through the support of image examination and data annotation using DICOM structured reporting es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.jbi.2012.07.004
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//TIN2010-17804/ES/SERVICIOS AVANZADOS PARA EL DESPLIEGUE Y CONTEXTUALIZACION DE APLICACIONES VIRTUALIZADAS PARA DAR SOPORTE A MODELOS DE PROGRAMACION EN ENTORNOS CLOUD/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto de Instrumentación para Imagen Molecular - Institut d'Instrumentació per a Imatge Molecular es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Salavert Torres, J.; Segrelles Quilis, JD.; Blanquer Espert, I.; Hernández García, V. (2012). Improving knowledge management through the support of image examination and data annotation using DICOM structured reporting. Journal of Biomedical Informatics. 45(6):1066-1074. https://doi.org/10.1016/j.jbi.2012.07.004 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.jbi.2012.07.004 es_ES
dc.description.upvformatpinicio 1066 es_ES
dc.description.upvformatpfin 1074 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 45 es_ES
dc.description.issue 6 es_ES
dc.relation.senia 232950
dc.identifier.pmid 22841747
dc.contributor.funder Ministerio de Ciencia e Innovación


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