標題: | Comparing lanes in the pulsed-field gel electrophoresis (PFGE) images |
作者: | Cheng, WZ Yen, KS Lin, CY Ching, YT Yang, YL 資訊工程學系 Department of Computer Science |
關鍵字: | electrophoresis;image processing;chain code;dynamic programming |
公開日期: | 2001 |
摘要: | Pulsed-field Gel Electrophoresis (PFGE) is an important tool in genomic analysis. The result of PFGE is presented in an image. Each image contains several lanes. And each lane consists of bands. Two lanes are identical if the relative positions of bands are the same. We present a method that uses computer to extract the lanes and compare the lanes in the electrophoresis images. The presented method consists of two major steps. The first step is image processing and lane extraction. The second step is to convert a lane into chain code representation. The lane comparison is carried out through calculating the longest common subsequence between lanes. We define the distance between lanes in term of the LCS and the lengths of two lanes. Two lanes have smaller distance tend to have similar pattern. This method eliminates those very different patterns to help biologists reduce the lanes that need to be compared. |
URI: | http://hdl.handle.net/11536/19116 |
ISBN: | 0-7803-7211-5 |
ISSN: | 1094-687X |
期刊: | PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE |
Volume: | 23 |
起始頁: | 2911 |
結束頁: | 2913 |
Appears in Collections: | Conferences Paper |