Text Mining Biomedical Literature for Constructing Gene Regulatory Networks

被引:8
|
作者
Song, Yong-Ling [1 ]
Chen, Su-Shing [1 ,2 ]
机构
[1] Univ Florida, Dept Comp & Informat Sci & Engn, Gainesville, FL 32611 USA
[2] Chinese Acad Sci, Shanghai Inst Biol Sci, CAS MPG Partner Inst Computat Biol, Shanghai 200031, Peoples R China
关键词
gene regulatory network; text mining;
D O I
10.1007/s12539-009-0028-7
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we present the framework of a Gene Regulatory Networks System: GRNS. The goals of GRNS include automatically mining biomedical literature to extract gene regulatory information (strain number, genotype, gene regulatory relation, and phenotype), automatically constructing gene regulatory networks based on extracted information and integrating biomedical knowledge into the regulatory networks.
引用
收藏
页码:179 / 186
页数:8
相关论文
共 50 条
  • [1] Text mining biomedical literature for constructing gene regulatory networks
    Yong-Ling Song
    Su-Shing Chen
    [J]. Interdisciplinary Sciences: Computational Life Sciences, 2009, 1 : 179 - 186
  • [2] Biomedical literature mining for text classification and construction of gene networks
    Antonakaki, Despoina
    Kanterakis, Alexandros
    Potamias, George
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 3955 : 469 - 473
  • [3] Text mining the biomedical literature
    Pertsemlidis, A
    [J]. BIOPHYSICAL JOURNAL, 2002, 82 (01) : 168A - 168A
  • [4] Tools for Text Mining over Biomedical Literature
    Rinaldi, Fabio
    Schneider, Gerold
    Kaljurand, Kaarel
    Hess, Michael
    [J]. ECAI 2006, PROCEEDINGS, 2006, 141 : 825 - +
  • [5] Text mining biomedical literature for discovering gene-to-gene relationships: A comparative study of algorithms
    Liu, Y
    Navathe, SB
    Civera, J
    Dasigi, V
    Ram, A
    Ciliax, BJ
    Dingledine, R
    [J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2005, 2 (01) : 62 - 76
  • [6] Text Mining for Discovering Implicit Relationships in Biomedical Literature
    Petric, Ingrid
    [J]. INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2010, 34 (02): : 261 - 262
  • [7] Large-Scale Text Mining of Biomedical Literature
    Ginter, Filip
    [J]. ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2013, (116): : 43 - 44
  • [8] Biomedical Hypothesis Generation by Text Mining and Gene Prioritization
    Petric, Ingrid
    Ligeti, Balazs
    Gyorffy, Balazs
    Pongor, Sandor
    [J]. PROTEIN AND PEPTIDE LETTERS, 2014, 21 (08): : 847 - 857
  • [9] BioReader: a text mining tool for performing classification of biomedical literature
    Simon, Christian
    Davidsen, Kristian
    Hansen, Christina
    Seymour, Emily
    Barnkob, Mike Bogetofte
    Olsen, Lars Ronn
    [J]. BMC BIOINFORMATICS, 2019, 19 (Suppl 13)
  • [10] Terminological resources for text mining over biomedical scientific literature
    Rinaldi, Fabio
    Kaljurand, Kaarel
    Saetre, Rune
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE, 2011, 52 (02) : 107 - 114