CAUSAL BAYESIAN REASONING IN MEDICINE

被引：0
|
作者：
VEGAS, FJD
MIRA, JM
机构：
[1] Departamento de Informática Ciencias, UNED, Madrid, E-28040, Senda del Rey
来源：
CYBERNETICS AND SYSTEMS | 1992年 / 23卷 / 3-4期
关键词：
Bayes' Theorem - Causal Bayesian Reasoning - Knowledge Representation Architecture;
D O I：
10.1080/01969729208927473
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We propose a knowledge representation architecture organized in three levels-a causal network (containing the domain knowledge), medical strategies and causal reasoning-and expose the fundamentals of a mathematical model for computing probability through the application of Bayes' theorem in a causal network.
引用
收藏
页码：417 / 429
页数：13
相关论文
共 50 条
  • [31] Causal reasoning with forces
    Wolff, Phillip
    Barbey, Aron K.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2015, 9
  • [32] Heritability and causal reasoning
    Kate E. Lynch
    Biology & Philosophy, 2017, 32 : 25 - 49
  • [33] THE CASE FOR CAUSAL REASONING
    KASSIRER, JP
    KOPELMAN, RI
    HOSPITAL PRACTICE, 1987, 22 (02): : 25 - &
  • [34] The development of causal reasoning
    Kuhn, Deanna
    WILEY INTERDISCIPLINARY REVIEWS-COGNITIVE SCIENCE, 2012, 3 (03) : 327 - 335
  • [35] Causal reasoning and backtracking
    Joyce, James M.
    PHILOSOPHICAL STUDIES, 2010, 147 (01) : 139 - 154
  • [36] IS CAUSAL REASONING HARDER THAN PROBABILISTIC REASONING?
    Mosse, Milan
    Ibeling, Duligur
    Icard, Thomas
    REVIEW OF SYMBOLIC LOGIC, 2024, 17 (01): : 106 - 131
  • [37] Causal reasoning, causal probabilities, and conceptions of causation
    Drouet, Isabelle
    STUDIES IN HISTORY AND PHILOSOPHY OF SCIENCE PART C-STUDIES IN HISTORY AND PHILOSOPHY OF BIOLOGICAL AND BIOMEDIAL SCIENCES, 2012, 43 (04): : 761 - 768
  • [38] Children's causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers
    Sobel, DM
    Tenenbaum, JB
    Gopnik, A
    COGNITIVE SCIENCE, 2004, 28 (03) : 303 - 333
  • [39] The Case of "Missing Causal Genes" and the Practice of Medicine A Sherlock Holmes Approach of Deductive Reasoning
    Marian, Ali J.
    CIRCULATION RESEARCH, 2016, 119 (01) : 21 - 24
  • [40] Beliefs and Bayesian reasoning
    Cohen, Andrew L.
    Sidlowski, Sara
    Staub, Adrian
    PSYCHONOMIC BULLETIN & REVIEW, 2017, 24 (03) : 972 - 978
12345