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Convolutional Neural Networks for Automated Annotation of Cellular Cryo-Electron Tomograms

Cellular Electron Cryotomography (CryoET) offers the ability to look inside cells and observe macromolecules frozen in action. A primary challenge for this technique is identifying and extracting the molecular components within the crowded cellular environment. We introduce a method using neural net...

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Detalles Bibliográficos
Autores principales: Chen, Muyuan, Dai, Wei, Sun, Stella Y., Jonasch, Darius, He, Cynthia Y., Schmid, Michael F., Chiu, Wah, Ludtke, Steven J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5623144/
https://www.ncbi.nlm.nih.gov/pubmed/28846087
http://dx.doi.org/10.1038/nmeth.4405