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
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