• DocumentCode
    2376907
  • Title

    Comparison and unification of genomic signatures in breast cancer

  • Author

    Blazadonakis, Michalis E. ; Zervakis, Michalis E.

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania, Greece
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    3869
  • Lastpage
    3872
  • Abstract
    The concept of deriving a gene signature in breast cancer has been addressed by different research groups, each one proposing a different solution with minor overlap among them. There is still an open issue of unifying results among different research groups. In this study we evaluate two published signatures, namely the 70 gene signature of Netherlands group and a 57 gene signature published in our previous study and propose an evaluation platform under which the underlined signatures could be compared effectively. After such an evaluation, we proceed with a unified signature and assess its performance with improved efficiency over the initial signatures.
  • Keywords
    cancer; genetics; genomics; mammography; breast cancer; gene signature; genomics; Algorithms; Area Under Curve; Breast Neoplasms; Computational Biology; Female; Gene Expression Profiling; Gene Expression Regulation; Gene Expression Regulation, Neoplastic; Genomics; Humans; Models, Biological; Oligonucleotide Array Sequence Analysis; Prognosis; Recurrence; Reproducibility of Results;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5332633
  • Filename
    5332633