Automatic pathway information extraction from biomedical literature

被引:0
|
作者
机构
[1] College of Computer Science and Technology, Dalian University of Technology
[2] Ultrasound Department, The Third Affiliated Hospital of Harbin Medical University
来源
Yang, Z. (yangzh@dlut.edu.cn) | 2013年 / Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States卷 / 09期
关键词
Information extraction; Passage pathway information extraction; Syntactic analysis; Text minging;
D O I
10.12733/jcis6388
中图分类号
学科分类号
摘要
Automatically extracting protein pathway information from the vast amount of published literature helps us understand diseases and discover new drug targets. In this paper, we propose a syntactic rule-based method for extracting pathway relation information from Medline abstracts. This method takes into account comprehensive dependency types and negative connectives when extracting relations from syntactic analysis results. The benchmarking results demonstrate the effectiveness of our method. © 2013 by Binary Information Press.
引用
收藏
页码:4955 / 4964
页数:9
相关论文
共 50 条
  • [31] Automatic information extraction from unstructured mammography reports using distributed semantics
    Gupta, Anupama
    Banerjee, Imon
    Rubin, Daniel L.
    JOURNAL OF BIOMEDICAL INFORMATICS, 2018, 78 : 78 - 86
  • [32] Applying Information Extraction to Automatic Web Advertising
    Dung T. Dao
    Huong T. Le
    RECENT ADVANCES OF ASIAN LANGUAGE PROCESSING TECHNOLOGIES, 2008, : 128 - 133
  • [33] PPIExtractor: A Protein Interaction Extraction and Visualization System for Biomedical Literature
    Yang, Zhihao
    Zhao, Zhehuan
    Li, Yanpeng
    Hu, Yuncui
    Lin, Hongfei
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2013, 12 (03) : 173 - 181
  • [34] Named Entity Recognition and Relation Detection for Biomedical Information Extraction
    Perera, Nadeesha
    Dehmer, Matthias
    Emmert-Streib, Frank
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2020, 8
  • [35] Automatic information extraction from semi-structured Web pages by pattern discovery
    Chang, CH
    Hsu, CN
    Lui, SC
    DECISION SUPPORT SYSTEMS, 2003, 35 (01) : 129 - 147
  • [36] Automatic Bug Assignment Using Information Extraction Methods
    Shokripour, Ramin
    Kasirun, Zarinah M.
    Zamani, Sima
    Anvik, John
    2012 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE APPLICATIONS AND TECHNOLOGIES (ACSAT), 2012, : 144 - 149
  • [37] Clinical information extraction applications: A literature review
    Wang, Yanshan
    Wang, Liwei
    Rastegar-Mojarad, Majid
    Moon, Sungrim
    Shen, Feichen
    Afzal, Naveed
    Liu, Sijia
    Zeng, Yuqun
    Mehrabi, Saeed
    Sohn, Sunghwan
    Liu, Hongfang
    JOURNAL OF BIOMEDICAL INFORMATICS, 2018, 77 : 34 - 49
  • [38] Automatic RESTful Web Service Identification and Information Extraction
    Czyszczon, Adam
    Zgrzywa, Aleksander
    COMPUTER NETWORKS, CN 2014, 2014, 431 : 318 - 327
  • [39] Towards Automatic Service Level Agreements Information Extraction
    De Marco, Lucia
    Ferrucci, Filomena
    Kechadi, M-Tahar
    Napoli, Gennaro
    Salza, Pasquale
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE, VOL 2 (CLOSER), 2016, : 59 - 66
  • [40] A method for automatic information extraction of multiangular aerial data
    Guo, J
    Li, XW
    Zhu, CG
    HYPERSPECTRAL REMOTE SENSING AND APPLICATIONS, 1998, 3502 : 186 - 191