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https://hdl.handle.net/1822/4790
Título: | INTCare: a knowledge discovery based intelligent decision support system for intensive care medicine |
Autor(es): | Gago, Pedro Santos, Manuel Filipe Silva, Álvaro Cortez, Paulo Neves, José Gomes, Lopes |
Palavras-chave: | Intelligent decision support Knowledge discovery Intensive care |
Data: | 2005 |
Editora: | Taylor & Francis Ltd |
Revista: | Design, Building and Evaluation of Intelligent Dmss |
Citação: | 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. |
Resumo(s): | 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. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/4790 |
DOI: | 10.3166/jds.14.241-259 |
ISSN: | 1246-0125 |
Versão da editora: | http://jds.revuesonline.com/ |
Acesso: | Acesso aberto |
Aparece nas coleções: | CAlg - Artigos em revistas internacionais / Papers in international journals DSI - Engenharia da Programação e dos Sistemas Informáticos |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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jds-pre.pdf | Main article | 248,96 kB | Adobe PDF | Ver/Abrir |