Integration of data, information and knowledge in intelligent patient monitoring

被引:8
|
作者
Moret-Bonillo, V [1 ]
Cabrero-Canosa, MJ [1 ]
Hernandez-Pereira, EM [1 ]
机构
[1] Univ A Coruna, Lab Res & Dev Artificial Intelligence, Dept Comp Sci, La Coruna 15071, Spain
关键词
intelligent monitoring systems; clinical decision-making; artificial intelligence in medicine;
D O I
10.1016/S0957-4174(98)00020-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Efficient patient monitoring requires the integration of bedside monitors, database information and the application of artificial intelligence (AI) techniques, in order to obtain correct interpretations and to prescribe appropriate therapies. In this article, the authors present the new architecture of PATRICIA, an intelligent monitoring system designed to advise clinicians in the management of patients in the intensive care unit (ICU). The system's new architecture is based on current trends in the design of hospital health care systems, and allows integration of bedside monitors to front-end computers, and through the data network to a central monitor that controls and manages all the network operations. We have applied the client-server philosophy that takes advantage from information integration, shared resources and equipment networking. This approach results in an efficient and flexible system, and offers several benefits from the clinical point of view, as it serves as a helping tool for clinical decision-making in an ICU environment. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:155 / 163
页数:9
相关论文
共 50 条
  • [2] Intelligent Data Analysis for Knowledge Discovery, Patient Monitoring and Quality Assessment
    Peek, N.
    Swift, S.
    METHODS OF INFORMATION IN MEDICINE, 2012, 51 (04) : 318 - 322
  • [3] Study on intelligent information integration of knowledge portals
    Zhang, YJ
    Chen, HQ
    Xie, JC
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 2, PROCEEDINGS, 2005, 3614 : 1136 - 1141
  • [4] Intelligent diagnosis of steam turbines based on information and knowledge integration
    Ruan, Yue
    Sun, Guobin
    Xu, Shichang
    Reneng Dongli Gongcheng/Journal of Engineering for Thermal Energy and Power, (04): : 280 - 281
  • [5] Intelligent Approach for Heterogeneous Data Integration: Information Processes Analysis Engine in Clinical Remote Monitoring Systems
    Khovrichev, Mikhail
    Elkhovskaya, Liubov
    Fonin, Vladimir
    Balakhontceva, Marina
    8TH INTERNATIONAL YOUNG SCIENTISTS CONFERENCE ON COMPUTATIONAL SCIENCE, YSC2019, 2019, 156 : 134 - 141
  • [6] Intelligent monitoring networks - transformation of data into information for water management
    Winkler, S.
    Zessner, M.
    Saracevic, E.
    Fleischmann, N.
    WATER SCIENCE AND TECHNOLOGY, 2008, 58 (02) : 317 - 322
  • [7] Construction and Application of an Panoramic Data Information Platform on Intelligent Substation Information Integration System
    Yu, Tongwei
    Cui, Juyong
    Cao, Yundong
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2014, 5 : 1597 - +
  • [8] An intelligent approach to information integration
    Bergamaschi, S
    Castano, S
    di Vimercati, SD
    Montanari, S
    Vincini, M
    FORMAL ONTOLOGY IN INFORMATION SYSTEMS, 1998, 46 : 253 - 268
  • [9] Data-centric intelligent information integration—from concepts to automation
    Matthias Jarke
    Manfred Jeusfeld
    Christoph Quix
    Journal of Intelligent Information Systems, 2014, 43 : 437 - 462
  • [10] Intelligent Monitoring with Background Knowledge
    Detken, Kai-Oliver
    Edelkamp, Stefan
    Elfers, Carsten
    Humann, Mahe
    Rix, Thomas
    2015 IEEE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS), VOLS 1-2, 2015, : 165 - 170