GAPscreener: An automatic tool for screening human genetic association literature in PubMed using the support vector machine technique

@article{Yu2007GAPscreenerAA,
  title={GAPscreener: An automatic tool for screening human genetic association literature in PubMed using the support vector machine technique},
  author={W. Yu and M. Clyne and S. Dolan and Ajay Yesupriya and A. Wulf and T. Liu and M. Khoury and M. Gwinn},
  journal={BMC Bioinformatics},
  year={2007},
  volume={9},
  pages={205 - 205}
}
  • W. Yu, M. Clyne, +5 authors M. Gwinn
  • Published 2007
  • Computer Science, Medicine
  • BMC Bioinformatics
  • BackgroundSynthesis of data from published human genetic association studies is a critical step in the translation of human genome discoveries into health applications. Although genetic association studies account for a substantial proportion of the abstracts in PubMed, identifying them with standard queries is not always accurate or efficient. Further automating the literature-screening process can reduce the burden of a labor-intensive and time-consuming traditional literature search. The… CONTINUE READING
    44 Citations
    Toward modernizing the systematic review pipeline in genetics: efficient updating via data mining
    • 50
    • PDF
    Analysis of biological processes and diseases using text mining approaches.
    • 83
    Gene Prospector: An evidence gateway for evaluating potential susceptibility genes and interacting risk factors for human diseases
    • 80
    • PDF
    PubTator: a web-based text mining tool for assisting biocuration
    • 369
    • PDF
    Semi-automated screening of biomedical citations for systematic reviews
    • 204
    A knowledge base for tracking the impact of genomics on population health
    • 14
    • PDF
    EpilepsyGene: a genetic resource for genes and mutations related to epilepsy
    • 50
    • PDF

    References

    SHOWING 1-10 OF 36 REFERENCES
    Investigation into biomedical literature classification using support vector machines
    • 27
    • Highly Influential
    • PDF
    Tracking the epidemiology of human genes in the literature: the HuGE Published Literature database.
    • 133
    • PDF
    PreBIND and Textomy – mining the biomedical literature for protein-protein interactions using a support vector machine
    • 355
    • PDF
    A navigator for human genome epidemiology
    • 365
    Mining protein function from text using term-based support vector machines
    • 57
    • PDF
    Literature mining for the biologist: from information retrieval to biological discovery
    • 644
    • PDF
    Substring selection for biomedical document classification
    • 10
    The TREC 2004 genomics track categorization task: classifying full text biomedical documents
    • A. Cohen, W. Hersh
    • Medicine, Computer Science
    • Journal of biomedical discovery and collaboration
    • 2006
    • 52
    • PDF
    Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program
    • 1,851
    • Highly Influential
    • PDF