Machine learning-based real-time object locator/evaluator for cryo-EM data collection

Yonekura et al. present yoneoLocr, a machine learning-based real-time object locator for rapidly and precisely locating carbon holes and crystals for facilitating automated SPA or cryo-EX data collection.

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Autores principales: Koji Yonekura, Saori Maki-Yonekura, Hisashi Naitow, Tasuku Hamaguchi, Kiyofumi Takaba
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/a5f0126681cf42feb3942c53abf4ed2c
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spelling oai:doaj.org-article:a5f0126681cf42feb3942c53abf4ed2c2021-12-02T17:41:17ZMachine learning-based real-time object locator/evaluator for cryo-EM data collection10.1038/s42003-021-02577-12399-3642https://doaj.org/article/a5f0126681cf42feb3942c53abf4ed2c2021-09-01T00:00:00Zhttps://doi.org/10.1038/s42003-021-02577-1https://doaj.org/toc/2399-3642Yonekura et al. present yoneoLocr, a machine learning-based real-time object locator for rapidly and precisely locating carbon holes and crystals for facilitating automated SPA or cryo-EX data collection.Koji YonekuraSaori Maki-YonekuraHisashi NaitowTasuku HamaguchiKiyofumi TakabaNature PortfolioarticleBiology (General)QH301-705.5ENCommunications Biology, Vol 4, Iss 1, Pp 1-8 (2021)
institution DOAJ
collection DOAJ
language EN
topic Biology (General)
QH301-705.5
spellingShingle Biology (General)
QH301-705.5
Koji Yonekura
Saori Maki-Yonekura
Hisashi Naitow
Tasuku Hamaguchi
Kiyofumi Takaba
Machine learning-based real-time object locator/evaluator for cryo-EM data collection
description Yonekura et al. present yoneoLocr, a machine learning-based real-time object locator for rapidly and precisely locating carbon holes and crystals for facilitating automated SPA or cryo-EX data collection.
format article
author Koji Yonekura
Saori Maki-Yonekura
Hisashi Naitow
Tasuku Hamaguchi
Kiyofumi Takaba
author_facet Koji Yonekura
Saori Maki-Yonekura
Hisashi Naitow
Tasuku Hamaguchi
Kiyofumi Takaba
author_sort Koji Yonekura
title Machine learning-based real-time object locator/evaluator for cryo-EM data collection
title_short Machine learning-based real-time object locator/evaluator for cryo-EM data collection
title_full Machine learning-based real-time object locator/evaluator for cryo-EM data collection
title_fullStr Machine learning-based real-time object locator/evaluator for cryo-EM data collection
title_full_unstemmed Machine learning-based real-time object locator/evaluator for cryo-EM data collection
title_sort machine learning-based real-time object locator/evaluator for cryo-em data collection
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/a5f0126681cf42feb3942c53abf4ed2c
work_keys_str_mv AT kojiyonekura machinelearningbasedrealtimeobjectlocatorevaluatorforcryoemdatacollection
AT saorimakiyonekura machinelearningbasedrealtimeobjectlocatorevaluatorforcryoemdatacollection
AT hisashinaitow machinelearningbasedrealtimeobjectlocatorevaluatorforcryoemdatacollection
AT tasukuhamaguchi machinelearningbasedrealtimeobjectlocatorevaluatorforcryoemdatacollection
AT kiyofumitakaba machinelearningbasedrealtimeobjectlocatorevaluatorforcryoemdatacollection
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