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dc.contributor.authorAngulo Bahón, Cecilio
dc.contributor.authorOrtega Ramírez, Juan Antonio
dc.contributor.authorGonzalez Abril, Luis
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.identifier.citationAngulo, C.; Ortega Ramírez, J. A.; Gonzalez-Abril, L. Towards a healthcare digital twin. A: International Conference of the Catalan Association for Artificial Intelligence. "Artificial Intelligence Research and Development vol. 319". IOS Press, 2019, p. 312-315.
dc.description.abstractThe main aim of this short position paper is to introduce a proposal to orchestrate an ecosystem of manipulation of reliable and safe data, applied to the field of health, proposing the creation of digital twins for personalised healthcare. These will be used by both kind of experts: (i) data analysts, who will design expert recommender systems and extract knowledge (explainable AI); and (ii) professionals in medicine, who will consume that knowledge generated with their research for better diagnosis. Knowledge generation / extraction processes will work in the form of a lifelong learning system by iterative and continuous use. The produced platform would be abstracted so it can be applied like a general purpose service tool in other domains. A rule extraction module would be also made available.
dc.format.extent4 p.
dc.publisherIOS Press
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshMedical innovations
dc.subject.lcshInformation theory
dc.subject.lcshMedical care
dc.subject.lcshComputer security
dc.subject.otherDigital twin
dc.subject.otherDecision support system
dc.titleTowards a healthcare digital twin
dc.typeConference lecture
dc.subject.lemacMedicina -- Innovacions
dc.subject.lemacInformació, Teoria de la
dc.subject.lemacAssistència mèdica
dc.subject.lemacSeguretat informàtica
dc.contributor.groupUniversitat Politècnica de Catalunya. GREC - Grup de Recerca en Enginyeria del Coneixement
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
dc.description.versionPostprint (published version)
local.citation.authorAngulo, C.; Ortega Ramírez, Juan Antonio; Gonzalez-Abril, L.
local.citation.contributorInternational Conference of the Catalan Association for Artificial Intelligence
local.citation.publicationNameArtificial Intelligence Research and Development vol. 319

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