Agent-based intelligent medical diagnosis system for patients

被引:4
|
作者
Zhang, Yingfeng [1 ]
Liu, Sichao [1 ]
Zhu, Zhenfei [1 ]
Si, Shubin [1 ]
机构
[1] Northwestern Polytech Univ, Sch Mech Engn, Key Lab Contemporary Design & Integrated Mfg Tech, Xian 710072, Shaanxi, Peoples R China
关键词
Intuitionistic fuzzy set theory; sensing technology; intelligent medical diagnosis; agent; medical knowledge; INTUITIONISTIC FUZZY-SETS; NETWORKS; DISEASE;
D O I
10.3233/THC-150976
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
BACKGROUND: According to the analysis of the challenges faced by the current public health circumstances such as the sharp increase in elderly patients, limited medical personnel, resources and technology, the agent-based intelligent medical diagnosis system for patients (AIMDS) is proposed in this research. OBJECTIVE: Based on advanced sensing technology and professional medical knowledge, the AIMDS can output the appropriate medical prescriptions and food prohibition when the physical signs and symptoms of the patient are inputted. METHODS: Three core modules are designed include sensing module, intuition-based fuzzy set theory/medical diagnosis module, and medical knowledge module. RESULTS: The result shows that the optimized prescription can reach the desired level, with great curative effect for patient disease, through a case study simulation. CONCLUSION: The presented AIMDS can integrate sensor technique and intelligent medical diagnosis methods to make an accurate diagnosis, resulting in three-type of optimized descriptions for patient selection.
引用
收藏
页码:S397 / S410
页数:14
相关论文
共 50 条
  • [1] MEDICAL_MAS: an Agent-Based System for Medical Diagnosis
    Oprea, Mihaela
    [J]. ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS III, 2009, : 225 - 232
  • [2] MEDICAL_MAS: An agent-based system for medical diagnosis
    Oprea, Mihaela
    [J]. IFIP Advances in Information and Communication Technology, 2009, 296 : 225 - 232
  • [3] An Agent-Based Intelligent Transport System
    Liu, Xiaonan
    Fang, Zhiyi
    [J]. COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN IV, 2008, 5236 : 304 - 315
  • [4] AGENT-BASED MEDICAL DIAGNOSIS SYSTEMS
    Iantovics, Barna Laszlo
    [J]. COMPUTING AND INFORMATICS, 2008, 27 (04) : 593 - 625
  • [5] Intelligent Agent-based Remote Education System
    Yuan, Lifeng
    Dai, Feng
    Huang, Chunmiao
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 469 - 473
  • [6] An intelligent agent-based system in internet commerce
    Zeng, ZM
    Meng, B
    Zeng, YY
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 299 - 303
  • [7] Agent-Based System for Affective Intelligent Environment
    Puica, Mihaela-Alexanda
    Mocanu, Irina
    Florea, Adina-Magda
    [J]. INTELLIGENT DISTRIBUTED COMPUTING VII, 2014, 511 : 335 - 342
  • [8] An agent-based system for intelligent collaborative filtering
    O' Riordan, C
    Sorensen, H
    [J]. COOPERATIVE INFORMATION AGENTS III, PROCEEDINGS, 1999, 1652 : 125 - 136
  • [9] Customization of an agent-based medical system
    Batet, Montserrat
    Martinez, Sergio
    Valls, Aida
    Gibert, Karina
    [J]. ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2009, 202 : 242 - 251
  • [10] Agent-based intelligent clinical information system for persistent lifelong electronic medical record
    Kim, K
    Yun, JH
    [J]. INTELLIGENT AGENTS AND MULTI-AGENT SYSTEMS, 2003, 2891 : 194 - 204