Texture analysis in gel electrophoresis images using an integrative kernel-based approach

Texture information could be used in proteomics to improve the quality of the image analysis of proteins separated on a gel. In order to evaluate the best technique to identify relevant textures, we use several different kernel-based machine learning techniques to classify proteins in 2-DE images in...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Fernandez-Lozano, Carlos, Seoane, Jose A., Gestal, Marcos, Gaunt, Tom R., Dorado, Julian, Pazos, Alejandro, Campbell, Colin
Format: Artigo
Language:Inglês
Published: Nature Publishing Group 2016
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4713050/
https://ncbi.nlm.nih.gov/pubmed/26758643
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep19256
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