Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation

The systematic characterization of C. elegans morphology during development has yet to be performed. Here, the authors produce a 3D atlas of C. elegans morphology from 17 embryos and 54 developmental stages, using an automated pipeline, CShaper (combining segmentation of fluorescently labeled membra...

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Autores principales: Jianfeng Cao, Guoye Guan, Vincy Wing Sze Ho, Ming-Kin Wong, Lu-Yan Chan, Chao Tang, Zhongying Zhao, Hong Yan
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Publicado: Nature Portfolio 2020
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Acceso en línea:https://doaj.org/article/d2d4a83e20e04335af97e89483eeef4a
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spelling oai:doaj.org-article:d2d4a83e20e04335af97e89483eeef4a2021-12-02T14:16:55ZEstablishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation10.1038/s41467-020-19863-x2041-1723https://doaj.org/article/d2d4a83e20e04335af97e89483eeef4a2020-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-19863-xhttps://doaj.org/toc/2041-1723The systematic characterization of C. elegans morphology during development has yet to be performed. Here, the authors produce a 3D atlas of C. elegans morphology from 17 embryos and 54 developmental stages, using an automated pipeline, CShaper (combining segmentation of fluorescently labeled membranes with automated cell lineage tracing).Jianfeng CaoGuoye GuanVincy Wing Sze HoMing-Kin WongLu-Yan ChanChao TangZhongying ZhaoHong YanNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Jianfeng Cao
Guoye Guan
Vincy Wing Sze Ho
Ming-Kin Wong
Lu-Yan Chan
Chao Tang
Zhongying Zhao
Hong Yan
Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
description The systematic characterization of C. elegans morphology during development has yet to be performed. Here, the authors produce a 3D atlas of C. elegans morphology from 17 embryos and 54 developmental stages, using an automated pipeline, CShaper (combining segmentation of fluorescently labeled membranes with automated cell lineage tracing).
format article
author Jianfeng Cao
Guoye Guan
Vincy Wing Sze Ho
Ming-Kin Wong
Lu-Yan Chan
Chao Tang
Zhongying Zhao
Hong Yan
author_facet Jianfeng Cao
Guoye Guan
Vincy Wing Sze Ho
Ming-Kin Wong
Lu-Yan Chan
Chao Tang
Zhongying Zhao
Hong Yan
author_sort Jianfeng Cao
title Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
title_short Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
title_full Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
title_fullStr Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
title_full_unstemmed Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
title_sort establishment of a morphological atlas of the caenorhabditis elegans embryo using deep-learning-based 4d segmentation
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/d2d4a83e20e04335af97e89483eeef4a
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