Classification of crystallization outcomes using deep convolutional neural networks.

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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Bibliographic Details
Main Authors:	Andrew E Bruno, Patrick Charbonneau, Janet Newman, Edward H Snell, David R So, Vincent Vanhoucke, Christopher J Watkins, Shawn Williams, Julie Wilson
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2018-01-01
Series:	PLoS ONE
Online Access:	https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0198883&type=printable

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