Convolutional neural network for cell classification using microscope images of intracellular actin networks

Ronald Wihal Oei; Guanqun Hou; Fuhai Liu; Jin Zhong; Jiewen Zhang; Zhaoyi An; Luping Xu; Yujiu Yang

doi:10.1371/journal.pone.0213626

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Open Access

Peer-reviewed

Research Article

Convolutional neural network for cell classification using microscope images of intracellular actin networks

Ronald Wihal Oei ,

Contributed equally to this work with: Ronald Wihal Oei, Guanqun Hou

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Guanqun Hou ,

Contributed equally to this work with: Ronald Wihal Oei, Guanqun Hou

Roles Formal analysis, Investigation, Methodology, Software, Writing – original draft

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Fuhai Liu,

Roles Formal analysis, Investigation, Methodology

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Jin Zhong,

Roles Data curation, Formal analysis, Investigation, Methodology

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Jiewen Zhang,

Roles Formal analysis, Investigation, Resources

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Zhaoyi An,

Roles Data curation, Formal analysis, Investigation, Methodology

Affiliation Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China
⨯
Luping Xu ,

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

* E-mail: lupingxu@tsinghua.edu.cn (LX); yang.yujiu@sz.tsinghua.edu.cn (YY)

Affiliations Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China, Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing, P.R. China

http://orcid.org/0000-0002-7705-773X

⨯
Yujiu Yang

Roles Conceptualization, Supervision, Validation, Visualization, Writing – review & editing

* E-mail: lupingxu@tsinghua.edu.cn (LX); yang.yujiu@sz.tsinghua.edu.cn (YY)

Affiliations Open FIESTA Center, Tsinghua University, Shenzhen, P.R. China, Graduate School at Shenzhen, Tsinghua University, Shenzhen, P.R. China
⨯

Convolutional neural network for cell classification using microscope images of intracellular actin networks

Ronald Wihal Oei,
Guanqun Hou,
Fuhai Liu,
Jin Zhong,
Jiewen Zhang,
Zhaoyi An,
Luping Xu,
Yujiu Yang

Published: March 13, 2019
https://doi.org/10.1371/journal.pone.0213626

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Breast cancer
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Actin filaments
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Imaging techniques
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Actins
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Cytoskeleton
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Image analysis
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Fluorescence microscopy
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