INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine

Detalhes bibliográficos
Autor(a) principal: Gago, Pedro
Data de Publicação: 2005
Outros Autores: Santos, Manuel Filipe, Silva, Álvaro, Cortez, Paulo, Neves, José, Gomes, Lopes
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/4790
Resumo: This paper introduces the INTCare system, an intelligent information system based on a completely automated Knowledge Discovery process and on the Agents paradigm. The system was designed to work in Hospital Intensive Care Units, supporting the physicians’ decisions by means of prognostic Data Mining models. In particular, these techniques were used to predict organ failure and mortality assessment. The main intention is to change the current reactive behaviour to a pro-active one, enhancing the quality of service. Current applications and experimentations, the functional and structural aspects, and technological options are presented.
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spelling INTCare: a knowledge discovery based intelligent decision support system for intensive care medicineIntelligent decision supportKnowledge discoveryIntensive careScience & TechnologyThis paper introduces the INTCare system, an intelligent information system based on a completely automated Knowledge Discovery process and on the Agents paradigm. The system was designed to work in Hospital Intensive Care Units, supporting the physicians’ decisions by means of prognostic Data Mining models. In particular, these techniques were used to predict organ failure and mortality assessment. The main intention is to change the current reactive behaviour to a pro-active one, enhancing the quality of service. Current applications and experimentations, the functional and structural aspects, and technological options are presented.Taylor & Francis LtdUniversidade do MinhoGago, PedroSantos, Manuel FilipeSilva, ÁlvaroCortez, PauloNeves, JoséGomes, Lopes20052005-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/4790engP. Gago, M.F. Santos, Á. Silva, P. Cortez, J. Neves and L. Gomes. INTCare: A Knowledge Discovery based Intelligent Decision Support System for Intensive Care Medicine. In Journal of Decision Systems, Special issue on "Design, Building and Evaluation of Intelligent DMSS'', Lavoisier, 14 (3): 241-259, 2005. ISSN:1246-0125.1246-012510.3166/jds.14.241-259http://jds.revuesonline.com/info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:41:14Zoai:repositorium.sdum.uminho.pt:1822/4790Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:38:09.965907Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
title INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
spellingShingle INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
Gago, Pedro
Intelligent decision support
Knowledge discovery
Intensive care
Science & Technology
title_short INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
title_full INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
title_fullStr INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
title_full_unstemmed INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
title_sort INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine
author Gago, Pedro
author_facet Gago, Pedro
Santos, Manuel Filipe
Silva, Álvaro
Cortez, Paulo
Neves, José
Gomes, Lopes
author_role author
author2 Santos, Manuel Filipe
Silva, Álvaro
Cortez, Paulo
Neves, José
Gomes, Lopes
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Gago, Pedro
Santos, Manuel Filipe
Silva, Álvaro
Cortez, Paulo
Neves, José
Gomes, Lopes
dc.subject.por.fl_str_mv Intelligent decision support
Knowledge discovery
Intensive care
Science & Technology
topic Intelligent decision support
Knowledge discovery
Intensive care
Science & Technology
description This paper introduces the INTCare system, an intelligent information system based on a completely automated Knowledge Discovery process and on the Agents paradigm. The system was designed to work in Hospital Intensive Care Units, supporting the physicians’ decisions by means of prognostic Data Mining models. In particular, these techniques were used to predict organ failure and mortality assessment. The main intention is to change the current reactive behaviour to a pro-active one, enhancing the quality of service. Current applications and experimentations, the functional and structural aspects, and technological options are presented.
publishDate 2005
dc.date.none.fl_str_mv 2005
2005-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/4790
url http://hdl.handle.net/1822/4790
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv P. Gago, M.F. Santos, Á. Silva, P. Cortez, J. Neves and L. Gomes. INTCare: A Knowledge Discovery based Intelligent Decision Support System for Intensive Care Medicine. In Journal of Decision Systems, Special issue on "Design, Building and Evaluation of Intelligent DMSS'', Lavoisier, 14 (3): 241-259, 2005. ISSN:1246-0125.
1246-0125
10.3166/jds.14.241-259
http://jds.revuesonline.com/
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Taylor & Francis Ltd
publisher.none.fl_str_mv Taylor & Francis Ltd
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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