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Analytical exploratory tool for healthcare professionals to monitor cancer patients' progress

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Analytical exploratory tool for healthcare professionals to monitor cancer patients' progress

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dc.contributor.author Valero Ramon, Zoe es_ES
dc.contributor.author Fernández Llatas, Carlos es_ES
dc.contributor.author Collantes, Gonzalo es_ES
dc.contributor.author Valdivieso, Fernando es_ES
dc.contributor.author Billis, Antonis es_ES
dc.contributor.author Bamidis, Panagiotis es_ES
dc.contributor.author Traver Salcedo, Vicente es_ES
dc.date.accessioned 2023-10-26T18:01:48Z
dc.date.available 2023-10-26T18:01:48Z
dc.date.issued 2023-01-09 es_ES
dc.identifier.uri http://hdl.handle.net/10251/198869
dc.description.abstract [EN] Cancer is a primary public concern in the European continent. Due to the large case numbers and survival rates, a significant population is living with cancer needs. Consequently, health professionals must deal with complex treatment decision-making processes. In this context, much data is collected during cancer care delivery. Once collected, these data are complex for health professionals to access to support clinical decision-making and performance review. There is a need for innovative tools that make clinical data more accessible to support cancer health professionals in these activities. One approach for providing health professionals with access to clinical data is to create the infrastructure and interface for a clinical tool to make data accessible in a relevant manner. In this sense, results should be understandable and valuable for cancer experts to evaluate and optimize cancer processes. This work aims to collect and report the process of developing an exploratory analytical Interactive Process Mining tool with clinical relevance for healthcare professionals for monitoring cancer patients¿ care processes in the context of the LifeChamps project. Following a co-creation and interactive approach thanks to the Interactive Process Mining paradigm, the tool presents patients¿ progress over time for different clinical models and a graphical and navigable Process Indicator in the context of prostate cancer patients. es_ES
dc.description.sponsorship This work was partially funded by the European Union¿s Horizon 2020 research and innovation program under Grant Agreement No 875329. es_ES
dc.language Inglés es_ES
dc.publisher Frontiers Media SA es_ES
dc.relation.ispartof Frontiers in Oncology es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Process mining for healthcare es_ES
dc.subject Cancer es_ES
dc.subject Decision support es_ES
dc.subject Patients¿ progress es_ES
dc.subject Interactive es_ES
dc.subject Analytical es_ES
dc.subject Exploratory tools es_ES
dc.subject.classification TECNOLOGIA ELECTRONICA es_ES
dc.title Analytical exploratory tool for healthcare professionals to monitor cancer patients' progress es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.3389/fonc.2022.1043411 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/875329/EU es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros de Telecomunicación - Escola Tècnica Superior d'Enginyers de Telecomunicació es_ES
dc.description.bibliographicCitation Valero Ramon, Z.; Fernández Llatas, C.; Collantes, G.; Valdivieso, F.; Billis, A.; Bamidis, P.; Traver Salcedo, V. (2023). Analytical exploratory tool for healthcare professionals to monitor cancer patients' progress. Frontiers in Oncology. 12:1-19. https://doi.org/10.3389/fonc.2022.1043411 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.3389/fonc.2022.1043411 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 19 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 12 es_ES
dc.identifier.eissn 2234-943X es_ES
dc.identifier.pmid 36698423 es_ES
dc.identifier.pmcid PMC9869047 es_ES
dc.relation.pasarela S\488818 es_ES
dc.contributor.funder COMISION DE LAS COMUNIDADES EUROPEA es_ES
dc.contributor.funder Universitat Politècnica de València es_ES
upv.costeAPC 3751 es_ES


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