A Hierarchical Agent Decision Support Model and Its Clinical Application

被引:1
|
作者
Xiao, Liang [1 ]
机构
[1] Hubei Univ Technol, Wuhan, Hubei, Peoples R China
关键词
Agent; Hierarchical decision support model; Functional signature;
D O I
10.1007/978-981-13-8679-4_17
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a hierarchical agent decision support model is proposed. The model helps to provide multifaceted decision support: grouping of specialist towards complex problems at the organisational level, planning and argumentation at the individual level, and service binding at the computational level. The approach includes an agent scheme, a conceptual decision model, and a set of functional signatures that drive the decision inference, accompanied with algorithms that guide their implementation. The model is specially designed to be adaptive. A clinical application of triple assessment of breast cancer is used for illustration.
引用
收藏
页码:195 / 214
页数:20
相关论文
共 50 条
  • [21] Knowledge-intensive collaborative decision support for design processes: A hybrid decision support model and agent
    Zha, Xuan F.
    Sriram, Ram D.
    Fernandez, Marco G.
    Mistree, Farrokh
    COMPUTERS IN INDUSTRY, 2008, 59 (09) : 905 - 922
  • [22] A Clinical Decision Support System for Diabetic Retinopathy Screening: Creating a Clinical Support Application
    Romero-Aroca, Pedro
    Valls-Mateu, Aida
    Moreno-Ribas, Antonio
    Sagarra-Alamo, Ramon
    Basora-Gallisa, Josep
    Saleh, Emran
    Baget-Bernaldiz, Marc
    Puig, Domenec
    TELEMEDICINE AND E-HEALTH, 2019, 25 (01) : 31 - 40
  • [23] AN AGENT DECISION SUPPORT MODULE BASED ON GRANULAR ROUGH MODEL
    El-Ghamrawy, Sally M.
    Eldesouky, Ali I.
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2012, 11 (04) : 793 - 820
  • [24] ChatGPT and Clinical Decision Support: Scope, Application, and Limitations
    Jannatul Ferdush
    Mahbuba Begum
    Sakib Tanvir Hossain
    Annals of Biomedical Engineering, 2024, 52 : 1119 - 1124
  • [25] ChatGPT and Clinical Decision Support: Scope, Application, and Limitations
    Ferdush, Jannatul
    Begum, Mahbuba
    Hossain, Sakib Tanvir
    ANNALS OF BIOMEDICAL ENGINEERING, 2024, 52 (05) : 1119 - 1124
  • [26] Application of Multi-Agent for Travel Management Decision Support System
    Yan, Li
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 492 - 495
  • [27] Application of Multi-agent Simulation for Decision Support in a Construction Corporation and its Comparison with Critical Path Method
    Aksyonov, Konstantin
    Bykov, Eugene
    Aksyonova, Olga
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING, PTS 1-3, 2013, 278-280 : 2244 - 2247
  • [28] Towards an Agent-oriented Framework for Multidisciplinary Decision Support and its Application to Triple Assessment of Breast Cancer
    Xiao, Liang
    Fox, John
    2017 IEEE 41ST ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1, 2017, : 97 - 102
  • [29] Piloting a Mobile Clinical Decision Support Application for Pediatric Clinical Guidelines
    Lefchak, Brian
    Bergmann, Kelly R.
    Lammers, Shea
    Hester, Gabrielle Z.
    CLINICAL PEDIATRICS, 2024, 63 (06) : 822 - 830
  • [30] Decision analysis and its application in clinical medicine
    Sarasin, FP
    EUROPEAN JOURNAL OF OBSTETRICS & GYNECOLOGY AND REPRODUCTIVE BIOLOGY, 2001, 94 (02) : 172 - 179