Unsupervised Clustering of Subcellular Protein Expression Patterns in High-Throughput Microscopy Images Reveals Protein Complexes and Functional Relationships between Proteins

Protein subcellular localization has been systematically characterized in budding yeast using fluorescently tagged proteins. Based on the fluorescence microscopy images, subcellular localization of many proteins can be classified automatically using supervised machine learning approaches that have b...

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Detaylı Bibliyografya
Asıl Yazarlar: Handfield, Louis-François, Chong, Yolanda T., Simmons, Jibril, Andrews, Brenda J., Moses, Alan M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2013
Konular:
Research Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3681667/
https://ncbi.nlm.nih.gov/pubmed/23785265
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003085
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