Classification of crystallization outcomes using deep convolutional neural networks

PloS one, Volume abs/1803.10342, Issue 6, 2018.

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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 different parts of this data set. We find that more than 94...More

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