A Data Model Applied to the Knowledge-based ICAS

被引:0
|
作者
陈瑛 [1 ]
张淳 [2 ]
王家东 [2 ]
龚著琳 [1 ]
倪军 [3 ]
章鲁 [1 ]
机构
[1] Department of Biomedical Engineering, Medical School, Shanghai Jiaotong University
[2] Department of Otolaryngology-Head & Neck Surgery, Renji Hospital, Shanghai Jiaotong University
[3] Department of Radiology, Carver College of Medicine, University of Iowa
关键词
image-guided computer aided surgery (ICAS); clinical knowledge-based ICAS; data structure model; mixed adjacency lists by octree-path-chain (MALOC);
D O I
暂无
中图分类号
R319 [其他科学技术在医学上的应用];
学科分类号
摘要
Image-guided computer aided surgery system (ICAS) contributes to safeness and success of surgery operations by means of displaying anatomical structures and showing correlative information to surgeons in the process of operation. Based on analysis of requirements for ICAS, a new concept of clinical knowledge-based ICAS was proposed. Designing a reasonable data structure model is essential for realizing this new concept. The traditional data structure is limited in expressing and reusing the clinical knowledge such as locating an anatomical object, topological relations of anatomical objects and correlative clinical attributes. A data structure model called mixed adjacency lists by octree-path-chain (MALOC) was outlined, which can combine patient’s images with clinical knowledge, as well as efficiently locate the instrument and search the objects’ information. The efficiency of data structures was analyzed and experimental results were given in comparison to other traditional data structures. The result of the nasal surgery experiment proves that MALOC is a proper model for clinical knowledge-based ICAS that has advantages in not only locating the operative instrument precisely but also proving surgeons with real-time operation-correlative information. It is shown that the clinical knowledge-based ICAS with MALOC model has advantages in terms of safety and success of surgical operations, and help in accurately locating the operative instrument and providing operation-correlative knowledge and information to surgeons in the process of operations.
引用
收藏
页码:595 / 599
页数:5
相关论文
共 50 条
  • [41] Knowledge-based circulation growth model Applying a data marketplace to concept design
    Nakamura, Jun
    Teramoto, Masahiko
    2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 728 - 733
  • [42] Knowledge-Based Analysis of Web Data Extraction
    Abdullah, Marwah N.
    Hassan, Alaa
    Naef, Nadia
    FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS AND APPLICATIONS (ICIA2016), 2016, : 26 - 32
  • [43] On Knowledge-Based Gene Expression Data Analysis
    Arakelyan, Arsen
    Aslanyan, Levon
    Boyajyan, Anna
    2013 COMPUTER SCIENCE AND INFORMATION TECHNOLOGIES (CSIT), 2013,
  • [44] KNOWLEDGE-BASED CLUSTERING APPROACH FOR DATA ABSTRACTION
    SRIDHAR, V
    MURTY, MN
    KNOWLEDGE-BASED SYSTEMS, 1994, 7 (02) : 103 - 113
  • [45] KNOWLEDGE-BASED MULTIMODAL DATA REPRESENTATION AND QUERYING
    Seinturier, Julien
    Murisasco, Elisabeth
    Bruno, Emmanuel
    KEOD 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2011, : 152 - 158
  • [46] A FRAMEWORK FOR KNOWLEDGE-BASED INTERACTIVE DATA EXPLORATION
    GOLDSTEIN, J
    ROTH, SF
    KOLOJEJCHICK, J
    MATTIS, J
    JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 1994, 5 (04): : 339 - 363
  • [47] Knowledge-based data analysis comes of age
    Ochs, Michael F.
    BRIEFINGS IN BIOINFORMATICS, 2010, 11 (01) : 30 - 39
  • [48] Knowledge-based Big Data Cleanup Method
    Berko, Andrii
    Alieksieiev, Vladyslav
    Lytvyn, Vasyl
    MOMLET&DS-2019: MODERN MACHINE LEARNING TECHNOLOGIES AND DATA SCIENCE, 2019, 2386 : 96 - 106
  • [49] KNOWLEDGE-BASED SYSTEM FOR THE COMPLETION OF TRAFFIC DATA
    KIRSCHFINK, H
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 71 (02) : 247 - 256
  • [50] Knowledge-Based Reinforcement Learning for Data Mining
    Kudenko, Daniel
    Grzes, Marek
    AGENTS AND DATA MINING INTERACTION, 2009, 5680 : 21 - 22