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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Detalles Bibliográficos
Autores principales: Bruno, Andrew E., Charbonneau, Patrick, Newman, Janet, Snell, Edward H., So, David R., Vanhoucke, Vincent, Watkins, Christopher J., Williams, Shawn, Wilson, Julie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6010233/
https://www.ncbi.nlm.nih.gov/pubmed/29924841
http://dx.doi.org/10.1371/journal.pone.0198883

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6010233/
https://www.ncbi.nlm.nih.gov/pubmed/29924841
http://dx.doi.org/10.1371/journal.pone.0198883

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