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A rule-based system for explainable donor-patient matching in liver transplantation
dc.contributor.author | Aguado, Felicidad | |
dc.contributor.author | Cabalar, Pedro | |
dc.contributor.author | Fandiño, Jorge | |
dc.contributor.author | Muñiz, Brais | |
dc.contributor.author | Pérez, Gilberto | |
dc.contributor.author | Suárez, Francisco | |
dc.date.accessioned | 2024-09-10T11:23:10Z | |
dc.date.available | 2024-09-10T11:23:10Z | |
dc.date.issued | 2019-09 | |
dc.identifier.citation | F. Aguado, P. Cabalar, J. Fandinno, B. Muñiz, G. Pérez, and F. Suárez, "A rule-based system for explainable donor-patient matching in liver transplantation", presented at 35th International Conference on Logic Programming (Technical Communications), ICLP 2019, Las Cruces, 20-25 September 2019, Electronic Proceedings in Theoretical Computer Science, EPTCSO, Vol. 306, 19 Sept. 2019, Pp. 266 - 272, doi: 10.4204/EPTCS.306.31 | es_ES |
dc.identifier.uri | http://hdl.handle.net/2183/38946 | |
dc.description.abstract | [Abstract]: In this paper we present web-liver, a rule-based system for decision support in the medical domain, focusing on its application in a liver transplantation unit for implementing policies for donor-patient matching. The rule-based system is built on top of an interpreter for logic programs with partial functions, called lppf, that extends the paradigm of Answer Set Programming (ASP) adding two main features: (1) the inclusion of partial functions and (2) the computation of causal explanations for the obtained solutions. The final goal of web-liver is assisting the medical experts in the design of new donor-patient matching policies that take into account not only the patient severity but also the transplantation utility. As an example, we illustrate the tool behaviour with a set of rules that implement the utility index called SOFT. | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | Open Publishing Association | es_ES |
dc.relation.uri | https://doi.org/10.4204/EPTCS.306.31 | es_ES |
dc.rights | Atribución 3.0 España | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ | * |
dc.subject | Computation theory | es_ES |
dc.subject | Computer circuits | es_ES |
dc.subject | Decision support systems | es_ES |
dc.subject | Program interpreters | es_ES |
dc.title | A rule-based system for explainable donor-patient matching in liver transplantation | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.journalTitle | Electronic Proceedings in Theoretical Computer Science, EPTCS | es_ES |
UDC.volume | 306 | es_ES |
UDC.startPage | 266 | es_ES |
UDC.endPage | 272 | es_ES |
dc.identifier.doi | 10.4204/EPTCS.306.31 | |
dc.identifier.doi | 10.48550/arXiv.1909.08248 | |
UDC.conferenceTitle | ICLP 2019 | es_ES |