Web based medical decision support system: application of internet to telemedicine

被引:2
|
作者
Tsumoto, S [1 ]
机构
[1] Shimane Med Univ, Dept Med Informat, Izumo, Shimane 6938501, Japan
关键词
D O I
10.1109/SAINTW.2003.1210174
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 early 1980s, many medical expert system were developed with knowledge base which are acquired from medical experts; and their performance was almost as good as domain experts. However they were not frequently used mainly due to the poor user interface and the lack in learning new knowledge. However the solutions of these two problems have been introduced since 1990s. For the latter problem, machine learning methods have provided several solutions, and for the former problem, the rapid progress of web technologies enables us to implement a good user interface. Furthermore, recent advances in computer resources strengthen these two solusions. In this paper, we focus on the interface problem. The recent advances in web technologies were used for an efficient interface of medical expert system. Then, the system was put on the internet to provide an intelligent decision support in telemedicine and is now being evaluated by,region medical home doctors. The results show that such an internet-based medical decision support enables home doctors to take a quick action to, the applied domain.
引用
收藏
页码:288 / 293
页数:6
相关论文
共 50 条
  • [1] Web based medical decision support system for neurological diseases
    Tsumoto, S
    [J]. IEEE/WIC INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, PROCEEDINGS, 2003, : 629 - 632
  • [2] The Research and Application of Group Decision Support System Based on Internet
    Hu, Weiwei
    Li, Xiao
    [J]. 2014 4TH INTERNATIONAL CONFERENCE ON APPLIED SOCIAL SCIENCE (ICASS 2014), PT 2, 2014, 52 : 183 - 188
  • [3] Web Based Application for Decision Support System with ELECTRE Method
    Yanie, Ahmad
    Hasibuan, Abdurrozaq
    Ishak, I.
    Marsono, M.
    Lubis, Syamsuddin
    Nurmalini, N.
    Mesran, M.
    Nasution, Surya Darma
    Rahim, Robbi
    Nurdiyanto, Heri
    Ahmar, Ansari Saleh
    [J]. 2ND INTERNATIONAL CONFERENCE ON STATISTICS, MATHEMATICS, TEACHING, AND RESEARCH 2017, 2018, 1028
  • [4] INTELLIGENT MEDICAL DECISION SUPPORT SYSTEM BASED ON INTERNET-TECHNOLOGY
    Tomakova, Rimma A.
    Filist, Sergei A.
    Pykhtin, Aleksei I.
    Shutkin, Aleksandr N.
    [J]. INFORMATICS, GEOINFORMATICS AND REMOTE SENSING CONFERENCE PROCEEDINGS, SGEM 2016, VOL I, 2016, : 263 - 270
  • [5] The decision support system for telemedicine based on multiple expertise
    Terziyan, V
    Tsymbal, A
    Puuronen, S
    [J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1998, 49 (02) : 217 - 229
  • [6] Decision support system for telemedicine based on multiple expertise
    Terziyan, V
    Puuronen, S
    Kovalainen, M
    [J]. TENTH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS, 1997, : 8 - 13
  • [7] A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services
    Chang, Chung C.
    Lu, Hsueh-Ming
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, PROCEEDINGS, 2009, 5574 : 775 - 785
  • [8] Medical System for Internet of Things Based on WEB
    Hu, Yuanyuan
    Wu, Xue
    Li, Xining
    [J]. PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON MANAGEMENT AND COMPUTER SCIENCE (ICMCS 2018), 2018, 77 : 575 - 577
  • [9] APPLICATION OF A WEB-BASED DECISION SUPPORT SYSTEM FOR WATER SUPPLY NETWORKS
    Pan, Quan
    Jonoski, Andreja
    Castro-Gama, Mario Erik
    Popescu, Ioana
    [J]. ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2015, 14 (09): : 2087 - 2094
  • [10] Web based medical decision support system application of Coronary Heart Disease diagnosis with Boolean functions minimization method
    Basciftci, Fatih
    Incekara, Hayri
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (11) : 14037 - 14043