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Automated Analysis of Human Protein Atlas Immunofluorescence Images

The Human Protein Atlas is a rich source of location proteomics data. In this work, we present an automated approach for processing and classifying major subcellular patterns in the Atlas images. We demonstrate that two different classification frameworks (support vector machine and random forest) a...

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Détails bibliographiques
Auteurs principaux: Newberg, Justin Y., Li, Jieyue, Rao, Arvind, Pontén, Fredrik, Uhlén, Mathias, Lundberg, Emma, Murphy, Robert F.
Format: Artigo
Langue:Inglês
Publié: 2009
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2901900/
https://ncbi.nlm.nih.gov/pubmed/20628548
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2009.5193229
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