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TitleINTCare : a knowledge discovery based intelligent decision support system for intensive care medicine
Author(s)Gago, Pedro
Santos, Manuel Filipe
Silva, Álvaro
Cortez, Paulo
Neves, José
Gomes, Lopes
KeywordsIntelligent decision support
Knowledge discovery
Intensive care
Issue date2005
PublisherTaylor & Francis Ltd
JournalDesign, Building and Evaluation of Intelligent Dmss
CitationP. 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.
Abstract(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.
Publisher version
AccessOpen access
Appears in Collections:CAlg - Artigos em revistas internacionais/Papers in international journals
DSI - Engenharia da Programação e dos Sistemas Informáticos

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