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Automated Classification of Subcellular Localization of Proteins in HeLa Cells Using Fluorescent Microscopic Images
2004
Chem-Bio Informatics Journal
We have developed a system to classify cellular forms of fusion proteins with an enhanced yellow fluorescent protein (EYFP) into subcellular compartments using images by a fluorescent microscope. The system aims at image classification to accommodate the multiplicity of cellular forms. The cellular forms automatically searched for in the images are classified with excellent reliability using statistical pattern recognition. The patterns are extended models of the cellular forms which are the
doi:10.1273/cbij.4.27
fatcat:l5bakzjwsjbw5fm6fojdnc7b74