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Knowledge discovery for pervasive and real-time intelligent decision support in...
Portela, Filipe; Gago, Pedro; Santos, Manuel Filipe; Silva, Álvaro; Rua, Fernando; Machado, José, 1963-; Abelha, António; Neves, JoséPervasiveness, real-time and online processing are important requirements included in the researchers’ agenda for the development of future generation of Intelligent Decision Support Systems (IDSS). In particular, knowledge discovery based IDSS operating in critical environments such of intensive care, should be adapted to those new requests. This paper introduces the way how INTCare, an IDSS deve...
Intelligent decision support in Intensive Care Medicine
Santos, Manuel Filipe; Cortez, Paulo, 1971-; Gago, Pedro; Silva, Álvaro; Rua, Fernando
INTCare : a knowledge discovery based intelligent decision support system for i...
Gago, Pedro; Santos, Manuel Filipe; Silva, Álvaro; Cortez, Paulo, 1971-; Neves, José; Gomes, LopesThis 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 in...
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