Classification of crystallization outcomes using deep convolutional neural networks

27 Mar 2018Andrew E. BrunoPatrick CharbonneauJanet NewmanEdward H. SnellDavid R. SoVincent VanhouckeChristopher J. WatkinsShawn WilliamsJulie Wilson

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 this data set... (read more)

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