Classification of crystallization outcomes using deep convolutional neural networks

The Machine Recognition of Crystallization Outcomes (MARCO) initiative has assembled roughly half a million annotated images of macromolecular crystallization experiments from various sources and setups. Here, state-of-the-art machine learning algorithms are trained and tested on different parts of...

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Bibliografiska uppgifter
I publikationen:PLoS One
Huvudupphovsmän: Bruno, Andrew E., Charbonneau, Patrick, Newman, Janet, Snell, Edward H., So, David R., Vanhoucke, Vincent, Watkins, Christopher J., Williams, Shawn, Wilson, Julie
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2018
Ämnen:
Research Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC6010233/
https://ncbi.nlm.nih.gov/pubmed/29924841
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0198883
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