Medical Diagnosis with Type-2 Fuzzy Decision Trees

被引：0
|
作者：
Bartczuk, Lukasz [1 ]
Rutkowska, Danuta [1 ]
机构：
[1] Czestochowa Tech Univ, Dept Comp Engn, Czestochowa, Poland
来源：
COMPUTERS IN MEDICAL ACTIVITY | 2009年 / 65卷
关键词：
Type-2 fuzzy sets; decision trees; medical diagnosis;
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：
In this paper, we propose type-2 fuzzy decision trees in application to medical diagnosis. This means that attribute values employed in the tree structures may be characterized by type-2 fuzzy sets. Three medical benchmark data sets, available on the Internet, have been used to illustrate results of diagnosis obtained by this method.
引用
收藏
页码：11 / 21
页数：11
相关论文
共 50 条
  • [41] Multimodal medical case retrieval using decision trees
    Quellec, G.
    Lamard, M.
    Bekri, L.
    Cazuguel, G.
    Cochener, B.
    Roux, C.
    IRBM, 2008, 29 (01) : 35 - 43
  • [42] Boosted Decision Trees for Lithiasis Type Identification
    Rafika, Boutalbi
    Eddine, Chitibi Kheir
    Boutefnouchet
    Nadir, Farah
    Camel, Tanougast
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2015, 6 (06) : 197 - 202
  • [43] A Fuzzy Probabilistic Method for Medical Diagnosis
    Mak, D. K.
    JOURNAL OF MEDICAL SYSTEMS, 2015, 39 (03)
  • [44] Multimedia medical case retrieval using decision trees
    Quellec, Gwenole
    Lamard, Mathieu
    Bekri, Lynda
    Cazuguel, Guy
    Cochener, Beatrice
    Roux, Christian
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 4536 - +
  • [45] A Fuzzy Probabilistic Method for Medical Diagnosis
    D. K. Mak
    Journal of Medical Systems, 2015, 39
  • [46] On constructing a fuzzy inference framework using crisp decision trees
    Crockett, Keeley
    Bandar, Zuhair
    Mclean, David
    O'Shea, James
    FUZZY SETS AND SYSTEMS, 2006, 157 (21) : 2809 - 2832
  • [47] The limitations of decision trees and automatic learning in real world medical decision making
    Kokol, P
    Zorman, M
    Stiglic, MM
    Malèiæ, I
    MEDINFO '98 - 9TH WORLD CONGRESS ON MEDICAL INFORMATICS, PTS 1 AND 2, 1998, 52 : 529 - 533
  • [48] Group Decision-Making Method with Incomplete Intuitionistic Fuzzy Soft Information for Medical Diagnosis Model
    Chen, Huiping
    Liu, Yan
    MATHEMATICS, 2024, 12 (12)
  • [49] Pythagorean fuzzy information measure with applications in multi-criteria decision-making and medical diagnosis
    Liao, Yajie
    Peng, Xindong
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 136
  • [50] Applications of distance measure between dual hesitant fuzzy sets in medical diagnosis and weighted dual hesitant fuzzy sets in making decision
    Boulaaras, Salah
    Mostafa, Ghada E.
    Jan, Rashid
    Mekawy, Ibrahim
    SCIENTIFIC REPORTS, 2024, 14 (01):
12345