Case-Based Reasoning Diagnostic System for Antenatal Research Database

被引:2
|
作者
Kamran, Muhammad [1 ]
Almaghthawi, Ahmed Abdul-Aziz [2 ]
机构
[1] Univ Jeddah, Coll Comp Sci & Engn, Dept Cybersecur, Jeddah, Saudi Arabia
[2] Univ Jeddah, Coll Comp Sci & Engn, Dept Comp Sci & Artificial Intelligence, Jeddah, Saudi Arabia
关键词
case-based reasoning; e-health; clinical decision support system; SCHEME; CLASSIFICATION; WATERMARKING; HEALTH;
D O I
10.3991/ijoe.v18i07.30353
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
E-health is an exciting area of research with immense potential for benefit of mankind The research in e-health domain is of such a nature that it provides an opportunity for researchers from different fields to work together for collective research benefit. Antenatal care is a critical issue for the health of the mother and new born. There are multiple complications which can arise during the pregnancy. The availability of all the relevant data for effective diagnosis and treatment is very important for every case of antenatal care. In this paper, we have proposed an efficient Intelligent Electronic Medical Record system for antenatal care and used Case-Based Reasoning to predict diagnosis of the patient in noisy environment. The experimental results obtained have confirmed the soundness of our approach. These results have also shown that performance of e-health can be enhanced when system development is a collective effort of various stakeholders including medical professionals, software developers and researchers.
引用
收藏
页码:176 / 187
页数:12
相关论文
共 50 条
  • [41] The Research of Early-Warning System of Supplying Chain on Case-Based Reasoning
    Wang Xiaowei
    Song Guofang
    PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A-C, 2008, : 680 - 682
  • [42] CASE-BASED REASONING
    EHRENBERG, D
    PETERSOHN, H
    WIRTSCHAFTSINFORMATIK, 1994, 36 (02): : 166 - 168
  • [43] CASE-BASED REASONING
    LEHNERT, W
    AI MAGAZINE, 1990, 11 (03) : 29 - 29
  • [44] CASE-BASED REASONING
    LEAKE, DB
    KNOWLEDGE ENGINEERING REVIEW, 1994, 9 (01): : 61 - 64
  • [45] Case-Based Reasoning
    Aha, DW
    AI MAGAZINE, 1995, 17 (01) : 92 - 92
  • [46] Case-Based Fault Diagnostic System
    Mohamed, A. H.
    ARAB JOURNAL OF NUCLEAR SCIENCES AND APPLICATIONS, 2014, 47 (03): : 1 - 6
  • [47] Assessing Diagnostic Reasoning Using a Standardized Case-Based Discussion
    Sutherland, Ruth M.
    Reid, Katharine J.
    Chiavaroli, Neville G.
    Smallwood, David
    McColl, Geoffrey J.
    JOURNAL OF MEDICAL EDUCATION AND CURRICULAR DEVELOPMENT, 2019, 6
  • [48] Automated Keys of Soil Diagnostic Horizons Based on Case-Based Reasoning
    Qiu, Lin
    Li, Anbo
    THIRD INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS 2014), 2014, : 360 - 363
  • [49] Research on case-based reasoning in automatic weapon design
    Hu, Liangming
    Xu, Cheng
    Tian, Shiyin
    Zhang, Jingzhu
    Li, Feng
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND MECHANICS 2007, VOLS 1 AND 2, 2007, : 1811 - 1814
  • [50] Research on innovative methods based on clustering and case-based reasoning
    Shang, Kun
    2021 INTERNATIONAL CONFERENCE ON IMAGE, VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2021, 12076