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Development of a Knowledge-Based Clinical Decision Support System for Community Medicine using PDA

Development of a Knowledge-Based Clinical Decision Support System for Community Medicine using PDA
使用 PDA 开发基于知识的社区医学临床决策支持系统
批准号:
15300047
负责人:
TSUMOTO Shusaku
金额:
$3.39万
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (B)
财政年份:
2003
资助国家:
日本
项目状态:
已结题
起止时间:
2003 至 2004

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中文摘要
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英文摘要
This research aims at developing a mobile, knowledge-based clinical decision support system for community medicine and evaluating the usefulness of the developed system on-site. The system has a client-server architecture and consists of the following components.1.server system : (a)A knowledge generation subsystem that generates diagnostic knowledge from medical data stored on the hospital information systems. (b)An inference system that infers possible candidates of diagnosis based on the generated knowledge. (c)A server application that receives queries from client systems and returns inference results.2.client system : A client application that provides an interface for inputting patient's symptoms and displaying the inference results.In 2004, we have equipped server systems for software development on Shimane University, and implemented the previously developed knowledge generation system and inference systems thereon. We then developed a server application that communicates with client systems, and performed communication experiments with a note PC and a PDA.In 2005, we have implemented the client systems on 2 note PCs and 8 PDAs. After that, we performed an on-site communication experiment in a hospital who is a member of the Shimane network for community medicine.Consequently, we have confirmed that the system can be used with note PCs under the support areas of personal handyphone system services. However, we've also faced the following problems. (1)Current software development environments for PDA are suitable for building the user interface, however, are not sufficient for building intelligent client systems. Therefore, we have to use a Web interface on PDA. (2)In some underpopulated regions, PHS services were not available. Therefore, we had to use other communication devices. These results suggested the limitation of the use of PDA-based mobile telemedicine systems in current regional communication environments.
期刊论文(33)
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科研奖励(0)
会议论文
E-medical decision support system for Telemedicine
远程医疗电子医疗决策支持系统
DOI: --
发表时间: 2005
期刊: Proceedings of IADIS International Conference on E-society (in press)
影响因子: --
作者: [S.Tsumoto, S.Hirano, H.Abe, H.Nakakuni, E.Hanada]
通讯作者: E.Hanada
DOI: 10.1109/nafips.2004.1337389
发表时间: 2004-06
期刊: IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.
影响因子: --
作者: [S. Hirano;S. Tsumoto]
通讯作者: S. Hirano;S. Tsumoto
S.Tsumoto, S.Hirano: "Pattern Discovery Based on Rule Induction and Taxomony Generation"Proceedings of the Third IEEE International Conference on Data Mining (ICDM-2003). 661-664 (2003)
S.Tsumoto、S.Hirano:“基于规则归纳和分类生成的模式发现”第三届 IEEE 国际数据挖掘会议 (ICDM-2003) 论文集。
DOI: --
发表时间:
期刊:
影响因子: --
作者: []
通讯作者:
DOI: --
发表时间: 2004
期刊: An Official Journal of the Japan Association for Medical Informatics 24(2)
影响因子: --
作者: [A.Yasuda, M.Nagira, S.Hirano, E.Hanada, S.Tsumoto]
通讯作者: S.Tsumoto
19
    Active Mining Process for Developement of Intelligent Decision Support System
    • 批准号:
      24300058
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $9.73万
    • 财政年份:
      2012
    • 负责人:
      TSUMOTO Shusaku
    • 依托单位:
    Research on Temporal Active Mining for Clinical Process Management
    • 批准号:
      21300052
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $10.15万
    • 财政年份:
      2009
    • 负责人:
      TSUMOTO Shusaku
    • 依托单位:
    Active Mining for Development of Optimal Interface for Electronic Patient Records
    • 批准号:
      19300050
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $7.16万
    • 财政年份:
      2007
    • 负责人:
      TSUMOTO Shusaku
    • 依托单位:
    Application of Active Mining to Prevention of Medical Incidents and Accidents
    • 批准号:
      17300048
    • 项目类别:
      Grant-in-Aid for Scientific Research (B)
    • 资助金额:
      $5.95万
    • 财政年份:
      2005
    • 负责人:
      TSUMOTO Shusaku
    • 依托单位:
    海外基金