Agents applied in health care: A review

被引:105
|
作者
Isern, David [1 ]
Sanchez, David [1 ]
Moreno, Antonio [1 ]
机构
[1] Univ Rovira & Virgili, Dept Engn Informt & Matemat, Intelligent Technol Adv Knowledge Acquisit Res Gr, Tarragona 43007, Catalonia, Spain
关键词
Medical informatics; Multi-agent systems; Artificial intelligence; Decision-making; Computer-assisted; ARTIFICIAL-INTELLIGENCE; MULTIAGENT SYSTEM; ARCHITECTURE; INTEGRATION; DIAGNOSIS; FRAMEWORK; SUPPORT;
D O I
10.1016/j.ijmedinf.2010.01.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose: The agent-oriented paradigm has emerged as a viable approach for the development of autonomic systems in the healthcare domain. This paper reviews representative works in this area in order to identify the main research lines and study their level of applicability. Moreover, from the analysis of those works and the authors' own experiences, some lines of future research are suggested. Methods: This paper presents a review of the literature (2002-2008) of applications of agents in healthcare collected from medical databases as well as international conferences. Results: 15 agent-based systems were selected according to a set of criteria of work relevancy. Their internal architecture as well as communication-based coordination techniques were reviewed. A classification considering the main goal of the systems has been made. For each category, a discussion of the suitability of agent technology in resolving healthcare problems is presented. Conclusions: Agent-based systems offer added values over classical software approaches ( e. g., reusability, reliability, flexibility, robustness, maintainability and adaptability). Furthermore, agent technology supports the integration of legacy systems, tackling the shortcomings of centralised systems, such as performance bottlenecks, resource limitations, and different kinds of failures. During the review, we found a huge number of contributions in this area, showing a growing interest of researchers. However, most of the analysed systems are only prototypes, they are not widely deployed in real environments and they are difficult to extend to others domains. Several aspects ( security, reusability, modularity, personalisation, system maintenance) should be studied carefully in the next years in order to bring agent technology to real settings. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:145 / 166
页数:22
相关论文
共 50 条
  • [21] Conversational Agents in Health Care In Reply
    McGreevey, John D., III
    Hanson, C. William, III
    Koppel, Ross
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 324 (23): : 2444 - 2445
  • [22] Health-focused conversational agents in person-centered care: a review of apps
    Pritika Parmar
    Jina Ryu
    Shivani Pandya
    João Sedoc
    Smisha Agarwal
    npj Digital Medicine, 5
  • [23] Factors Influencing the Acceptability, Acceptance, and Adoption of Conversational Agents in Health Care: Integrative Review
    Wutz, Maximilian
    Hermes, Marius
    Winter, Vera
    Koeberlein-Neu, Juliane
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 25
  • [24] Choice of Behavioral Change Techniques in Health Care Conversational Agents: Protocol for a Scoping Review
    Martinengo, Laura
    Lo, Nicholas Y. W.
    Goh, Westin I. W. T.
    Car, Lorainne Tudor
    JMIR RESEARCH PROTOCOLS, 2021, 10 (07):
  • [25] Conversational Agents in Health Care: Scoping Review of Their Behavior Change Techniques and Underpinning Theory
    Martinengo, Laura
    Jabir, Ahmad Ishqi
    Goh, Westin Wei Tin
    Lo, Nicholas Yong Wai
    Ho, Moon-Ho Ringo
    Kowatsch, Tobias
    Atun, Rifat
    Michie, Susan
    Car, Lorainne Tudor
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2022, 24 (10)
  • [26] Health-focused conversational agents in person-centered care: a review of apps
    Parmar, Pritika
    Ryu, Jina
    Pandya, Shivani
    Sedoc, Joao
    Agarwal, Smisha
    NPJ DIGITAL MEDICINE, 2022, 5 (01)
  • [27] A Patient-Centered Approach to Postgraduate Trainee Health and Wellness: An Applied Review and Health Care Delivery Model
    Carvour, Martha L.
    Ayyar, Balaji K.
    Chien, Kelly S.
    Ramirez, Natalie C.
    Yamamoto, Haru
    ACADEMIC MEDICINE, 2016, 91 (09) : 1205 - 1210
  • [28] Roles and responsibilities of health care agents - Views of patients and agents
    Tesfa, Asrat
    Kaplan, Karen Orloff
    Meyer, Mary L.
    Coachman, Denise M.
    JOURNAL OF GERONTOLOGICAL NURSING, 2008, 34 (06): : 8 - 14
  • [29] E-health applied to oncology treatment, education and knowledge for cancer care: A systematic review
    Dias, M. J. S.
    Ortega, P. Fernandez
    Fernandez, E.
    Rodrigues, D. H.
    ANNALS OF ONCOLOGY, 2022, 33 (07) : S1354 - S1354
  • [30] GPs in UK: From Health Gatekeepers in Primary Care to Health Agents in Primary Health Care
    Bi, Ying-Nan
    Liu, Yu-An
    RISK MANAGEMENT AND HEALTHCARE POLICY, 2023, 16 : 1929 - 1939