Articles with "classification crystallization" as a keyword



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Classification of crystallization outcomes using deep convolutional neural networks

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Published in 2018 at "PLoS ONE"

DOI: 10.1371/journal.pone.0198883

Abstract: 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… read more here.

Keywords: using deep; outcomes using; crystallization; deep convolutional ... See more keywords