Medical knowledge as a relational network

被引：0
|
作者：
Álvarez, José Ramón [1 ]
Martínez, Rafael [1 ]
Mira, José [1 ]
Delgado, Ana E. [1 ]
机构：
[1] Dpto. Inteligencia Artificial, Univ. Nac. de Educ. a Distancia, Fac. Ciencias, C/. Senda del Rey 9, 28040 Madrid, Spain
来源：
Advances in Automation, Multimedia and Video Systems, and Modern Computer Science | 2001年
关键词：
Computer aided diagnosis - Knowledge representation - Mathematical models - Natural language processing systems - Physical therapy - Problem solving - Relational database systems - Semantics - Tumors;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
We present a simple relational model linking knowledge elicitation with representation developed from the comparison and study of recurrences in the medical tasks included in the DIAGEN project. The model is based on the natural language description of the diagnosis tasks and through magnitudes and relations (nouns and verbs) that the human expert uses in the causal chain of his/her reasoning. The medical expert has a library of this components at his disposal to design his own network in the domain layer but from which the adequate problem solving method (PSM) behavior emerges.
引用
收藏
页码：73 / 78
相关论文
共 50 条
  • [41] RA-GCN: Relational Aggregation Graph Convolutional Network for Knowledge Graph Completion
    Tian, Anqi
    Zhang, Chunhong
    Rang, Miao
    Yang, Xueying
    Zhan, Zhiqiang
    ICMLC 2020: 2020 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, 2018, : 580 - 586
  • [42] Gated Relational Graph Neural Network for Semi-supervised Learning on Knowledge Graphs
    Chen, Yuyan
    Zou, Lei
    Qin, Zongyue
    WEB INFORMATION SYSTEMS ENGINEERING - WISE 2019, 2019, 11881 : 617 - 629
  • [43] The Effects of Network Ties on Relational Social Capital and Knowledge Contribution in Virtual Local Community
    Sutanto, Juliana
    JOURNAL OF GLOBAL INFORMATION MANAGEMENT, 2013, 21 (03) : 42 - 59
  • [44] Bidirectional relation-guided attention network with semantics and knowledge for relational triple extraction
    Yang, Yi
    Zhou, Shangbo
    Liu, Yuxuan
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 224
  • [45] Aggregating knowledge-aware graph neural network and adaptive relational attention for recommendation
    Zhang, Yihao
    Yuan, Meng
    Zhao, Chu
    Chen, Mian
    Liu, Xiaoyang
    APPLIED INTELLIGENCE, 2022, 52 (15) : 17941 - 17953
  • [46] Relational knowledge discovery in databases
    Blockeel, H
    De Raedt, L
    INDUCTIVE LOGIC PROGRAMMING, 1997, 1314 : 199 - 211
  • [47] Cultural Differences in Relational Knowledge
    Kuwabara, Megumi
    Smith, Linda B.
    2009 IEEE 8TH INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING, 2009, : 1 - +
  • [48] The development of relational category knowledge
    Gentner, D
    BUILDING OBJECT CATEGORIES IN DEVELOPMENTAL TIME, 2005, : 245 - 275
  • [49] Image Captioning with Relational Knowledge
    Yang, Huan
    Song, Dandan
    Liao, Lejian
    PRICAI 2018: TRENDS IN ARTIFICIAL INTELLIGENCE, PT II, 2018, 11013 : 378 - 386
  • [50] Knowledge-Based Medical System Integration to Foster Knowledge Transfer and Network Building
    Merges, Fabian
    Holland, Alexander
    Schneider, Sascha
    Fathi, Madjid
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 2951 - 2957
12345