INTCare: a Knowledge Discovery Based Intelligent Decision Support System for Intensive Care Medicine

被引：10

作者：

Gago, Pedro ^{[1
]}

Santos, Manuel Filipe ^{[2
]}

Silva, Alvaro ^{[3
]}

Cortez, Paulo ^{[2
]}

Neves, Jose ^{[4
]}

Gomes, Lopes ^{[3
]}

机构：

[1] Inst Politecn Leiria, Escola Super Tecnol & Gestao, Leiria, Portugal

[2] Univ Minho, Dept Sistemas Informacao, Guimaraes, Portugal

[3] Inst Ciencias Biomed Abel Salazar, Oporto, Portugal

[4] Univ Minho, Dept Informat, Braga, Portugal

来源：

JOURNAL OF DECISION SYSTEMS | 2005年 / 14卷 / 03期

关键词：

intelligent decision support; knowledge discovery; intensive care;

D O I：

10.3166/jds.14.241-259

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

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.

引用

页码：241 / 259

页数：19

共 50 条

[1] KNOWLEDGE DISCOVERY FOR PERVASIVE AND REAL-TIME INTELLIGENT DECISION SUPPORT IN INTENSIVE CARE MEDICINE
Portela, Filipe
Gago, Pedro
Santos, Manuel Filipe
Silva, Alvaro
Rua, Fernando
Machado, Jose
Abelha, Antonio
Neves, Jose
KMIS 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE MANAGEMENT AND INFORMATION SHARING, 2011, : 241 - +
[2] Closed loop Knowledge Discovery for Decision Support in Intensive Care Medicine
Gago, Pedro
Santos, Manuel Filipe
PROCEEDINGS OF THE 13TH WSEAS INTERNATIONAL CONFERENCE ON COMPUTERS, 2009, : 447 - +
[3] INTCare: On-line Knowledge Discovery in the Intensive Care Unit
Gago, P.
Fernandes, C.
Pinto, F.
Santos, M. F.
2009 INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, 2009, : 143 - +
[4] INTCARE Multi-agent Approach for Real-time Intelligent Decision Support in Intensive Medicine
Santos, Manuel Filipe
Portela, Filipe
Vilas-Boas, Marta
ICAART 2011: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1, 2011, : 364 - 369
[5] Adaptive knowledge discovery for decision support in intensive care units
Gago, Pedro
Santos, Manuel Filipe
WSEAS Transactions on Computers, 2009, 8 (07): : 1103 - 1112
[6] General Structural Model and Application of Intelligent Decision Support System Based on Knowledge Discovery
Zhou, Faguo G.
Zhang, Fan
Yang, Bingru R.
APPLIED COMPUTING, COMPUTER SCIENCE, AND ADVANCED COMMUNICATION, PROCEEDINGS, 2009, 34 : 218 - +
[7] Information architecture for intelligent decision support in intensive medicine
Santos, M.F.
Portela, F.
Vilas-Boas, M.
Machado, J.
Abelha, A.
Neves, J.
Silva, A.
Rua, Fernando
WSEAS Transactions on Computers, 2009, 8 (05): : 810 - 819
[8] Development of decision support algorithms for intensive care medicine: A hybrid system of time series analysis and a knowledge base system
Imhoff, M
Morik, K
Gather, U
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2001, : 931 - 931
[9] Pervasive Intelligent Decision Support System - Technology Acceptance in Intensive Care Units
Portela, Filipe
Aguiar, Jorge
Santos, Manuel Filipe
Silva, Alvaro
Rua, Fernado
ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, 2013, 206 : 279 - 292
[10] REAL-TIME INTELLIGENT DECISION SUPPORT IN INTENSIVE MEDICINE
Portela, Filipe
Santos, Manuel
Vilas-Boas, Marta
Rua, Fernando
Silva, Alvaro
Neves, Jose
KMIS 2010: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE MANAGEMENT AND INFORMATION SHARING, 2010, : 44 - 50

← 1 2 3 4 5 →