• DocumentCode
    1196302
  • Title

    Automatic Method to Compare the Lanes in Gel Electrophoresis Images

  • Author

    Lin, Chih-Yang ; Ching, Yu-Tai ; Yang, Yun-Liang

  • Author_Institution
    Dept. of Electr. Eng., Ta-Hwa Inst. of Technol., Hsinchu
  • Volume
    11
  • Issue
    2
  • fYear
    2007
  • fDate
    3/1/2007 12:00:00 AM
  • Firstpage
    179
  • Lastpage
    189
  • Abstract
    Gel electrophoresis (GE) is an important tool in genomic analysis. GE results are presented using images. Each image contains several vertical lanes. Each lane consists of several horizontal bands. Two lanes are identical if the relative positions of the bands are the same. We present a computer method designed to compare the lanes and identify identical lanes. This method, developed using many image-processing techniques, is applied to segment the lanes and bands in GE images. The lanes are then converted into "position vectors" that describe the positions of the bands. Comparing lanes becomes equivalent to comparing the position vectors. This method can accurately identify identical lanes, helping biologists to identify the identical lanes from many lanes with much less effort
  • Keywords
    biological techniques; biology computing; dynamic programming; electrophoresis; image representation; image segmentation; automatic method; bands segmentation; dynamic programming; gel electrophoresis images; genomic analysis; image-processing techniques; lanes segmentation; matched filter technique; watershed method; Bioinformatics; Biological information theory; DNA; Design methodology; Electrokinetics; Genomics; Image analysis; Image converters; Image segmentation; Iterative algorithms; Dynamic programming; gel electrophoresis (GE); lane comparison; matched filter; segmentation; watershed method; Algorithms; Artificial Intelligence; Electrophoresis, Agar Gel; Image Enhancement; Image Interpretation, Computer-Assisted; Microscopy; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Information Technology in Biomedicine, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1089-7771
  • Type

    jour

  • DOI
    10.1109/TITB.2006.875661
  • Filename
    4118189