INTCare : a knowledge discovery based intelligent decision support system for i...

• Autor(es): Gago, Pedro ; Santos, Manuel Filipe ; Silva, Álvaro ; Cortez, Paulo, 1971- ; Neves, José ; Gomes, Lopes
• Data: 2005
• Identificador Persistente: http://hdl.handle.net/1822/4790
• Origem: RepositóriUM - Universidade do Minho
• Assunto(s): Intelligent decision support; Knowledge discovery; Intensive care
• Tipo de Documento: Artigo
• Idioma: Inglês

Descrição

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.