Applying rough set theory to medical diagnosing

被引：0
|
作者：
Paszek, Piotr [1 ]
Wakulicz-Deja, Alicja [1 ]
机构：
[1] Univ Silesia, Inst Comp Sci, Bedzinska 39, PL-41200 Sosnowiec, Poland
来源：
ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS, PROCEEDINGS | 2007年 / 4585卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The work contains an example of applying the rough set theory to application of support decision making - diagnose Mitochondrial Encephalomyopathies (MEM) in a child. The resulting decision support system maximally limits the indications for invasive diagnostic methods that finally decide about diagnosis. Moreover, it shortens the time necessary for making diagnosis. System has arisen using induction (machine learning from examples) - one of the methods artificial intelligence.
引用
收藏
页码：427 / +
页数：3
相关论文
共 50 条
  • [41] Modal reasoning and rough set theory
    Liau, CJ
    ARTIFICIAL INTELLIGENCE: METHODOLOGY SYSTEMS AND APPLICATIONS, 1998, 1480 : 317 - 330
  • [42] Definability in Logic and Rough Set Theory
    Fan, Tuan-Fang
    Liau, Churn-Jung
    Liu, Duen-Ren
    ECAI 2008, PROCEEDINGS, 2008, 178 : 749 - +
  • [43] Measuring uncertainty in rough set theory
    Wierman, MJ
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1999, 28 (4-5) : 283 - 297
  • [44] Discovery through rough set theory
    Ziarko, W
    COMMUNICATIONS OF THE ACM, 1999, 42 (11) : 54 - 57
  • [45] Extensions and intentions in the rough set theory
    Bonikowski, Z
    Bryniarski, E
    Wybraniec-Skardowska, U
    INFORMATION SCIENCES, 1998, 107 (1-4) : 149 - 167
  • [46] Measuring uncertainty in rough set theory
    Wierman, Mark J.
    International Journal of General Systems, 1999, 28 (04): : 283 - 297
  • [47] Knowledge entropy in rough set theory
    Li, M
    Zhang, XF
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 1408 - 1412
  • [48] Rough Set Theory in the Classification of Diagnoses
    Rakus-Andersson, Elisabeth
    COMPUTERS IN MEDICAL ACTIVITY, 2009, 65 : 41 - 51
  • [49] α-RST:: a generalization of rough set theory
    Quafafou, M
    INFORMATION SCIENCES, 2000, 124 (1-4) : 301 - 316
  • [50] Granular computing and rough set theory
    Zadeh, Lotfi A.
    Rough Sets and Intelligent Systems Paradigms, Proceedings, 2007, 4585 : 1 - 4
12345