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dc.contributor.authorGonzález-Ferrer, Arturo
dc.contributor.authorSeara, Germán
dc.contributor.authorCháfer, Joan
dc.contributor.authorMayol, Julio
dc.date2018-03
dc.date.accessioned2021-09-27T11:21:49Z
dc.date.available2021-09-27T11:21:49Z
dc.identifier.issn1989-1660
dc.identifier.urihttps://reunir.unir.net/handle/123456789/11908
dc.description.abstractTalking about Big Data in healthcare we usually refer to how to use data collected from current electronic medical records, either structured or unstructured, to answer clinically relevant questions. This operation is typically carried out by means of analytics tools (e.g. machine learning) or by extracting relevant data from patient summaries through natural language processing techniques. From other perspective of research in medical informatics, powerful initiatives have emerged to help physicians taking decisions, in both diagnostics and therapeutics, built from the existing medical evidence (i.e. knowledge-based decision support systems). Much of the problems these tools have shown, when used in real clinical settings, are related to their implementation and deployment, more than failing in its support, but, technology is slowly overcoming interoperability and integration issues. Beyond the point-of-care decision support these tools can provide, the data generated when using them, even in controlled trials, could be used to further analyze facts that are traditionally ignored in the current clinical practice. In this paper, we reflect on the technologies available to make the leap and how they could help driving healthcare organizations shifting to a value-based healthcare philosophy.es_ES
dc.language.isoenges_ES
dc.publisherInternational Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI)es_ES
dc.relation.ispartofseries;vol. 4, nº 7
dc.relation.urihttp://doi.org/10.9781/ijimai.2017.03.006es_ES
dc.rightsopenAccesses_ES
dc.subjectknowledge managementes_ES
dc.subjectDSSes_ES
dc.subjectmanagemet systemses_ES
dc.subjectbig dataes_ES
dc.subjecte-healthes_ES
dc.subjectIJIMAIes_ES
dc.titleGenerating Big Data Sets from Knowledge-based Decision Support Systems to Pursue Value-based Healthcarees_ES
dc.typearticlees_ES
reunir.tag~IJIMAIes_ES


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