Agent-based Decision Support for Pain Management in Primary Care Settings

被引:0
|
作者
Guo, Xu [1 ]
Yu, Han [1 ,2 ]
Miao, Chunyan [1 ,2 ]
Chen, Yiqiang [3 ,4 ]
机构
[1] Nanyang Technol Univ NTU, Sch Comp Sci & Engn, Singapore, Singapore
[2] Joint NTU UBC Res Ctr Excellence Act Living Elder, Singapore, Singapore
[3] Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing, Peoples R China
[4] Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
基金
北京市自然科学基金;
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The lack of systematic pain management training and support among primary care physicians (PCPs) limits their ability to provide quality care for patients with pain. Here, we demonstrate an Agent-based Clinical Decision Support System to empower PCPs to leverage knowledge from pain specialists. The system learns a general-purpose representation space on patients, automatically diagnoses pain, recommends therapy and medicine, and suggests a referral program to PCPs in their decision-making tasks.
引用
收藏
页码:6521 / 6523
页数:3
相关论文
共 50 条
  • [1] Patients, primary care, and policy: Agent-based simulation modeling for health care decision support
    Comis, Martin
    Cleophas, Catherine
    Buesing, Christina
    [J]. HEALTH CARE MANAGEMENT SCIENCE, 2021, 24 (04) : 799 - 826
  • [2] Patients, primary care, and policy: Agent-based simulation modeling for health care decision support
    Martin Comis
    Catherine Cleophas
    Christina Büsing
    [J]. Health Care Management Science, 2021, 24 : 799 - 826
  • [3] AGENT-BASED SIMULATION TO SUPPORT DECISION MAKING IN HEALTHCARE MANAGEMENT PLANNING
    Stainsby, Hayden
    Taboada, Manel
    Luque, Emilio
    [J]. HEALTHINF 2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON HEALTH INFORMATICS, 2010, : 436 - +
  • [4] An Agent-based Decision Support for a Vaccination Campaign
    Emilio Sulis
    Pietro Terna
    [J]. Journal of Medical Systems, 2021, 45
  • [5] Agent-Based Simulations for Disaster Decision Support
    Yin, Li
    [J]. JOURNAL OF APPLIED SECURITY RESEARCH, 2006, 1 (04) : 169 - 175
  • [6] An Agent-Based Architecture for the Decision Support Process
    Pellicer, Maria A.
    Borrajo, M. Lourdes
    [J]. INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE 2008, 2009, 50 : 682 - +
  • [7] AGENT-BASED SIMULATION IN DECISION SUPPORT SYSTEMS
    Vymetal, Dominik
    Sperka, Roman
    [J]. DISTANCE LEARNING, SIMULATION AND COMMUNICATION (DLSC 2011), 2011, : 245 - 252
  • [8] An Agent-based Decision Support for a Vaccination Campaign
    Sulis, Emilio
    Terna, Pietro
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2021, 45 (11)
  • [9] Agent-based management support system
    Li, CH
    Liang, JH
    Zhang, XW
    [J]. PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT IN THE GLOBAL ECONOMY, 2005, : 1123 - 1127
  • [10] An agent-based architecture of an adaptive decision support system
    Chuang, TT
    Yadav, SB
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 700 - 702