Rapid automated 3-D pose estimation of larval zebrafish using a physical model-trained neural network

Aniket Ravan; Ruopei Feng; Martin Gruebele; Yann R. Chemla

doi:10.1371/journal.pcbi.1011566

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Peer-reviewed

Rapid automated 3-D pose estimation of larval zebrafish using a physical model-trained neural network

Aniket Ravan,

Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliations Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
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Ruopei Feng,

Roles Investigation, Methodology

Affiliations Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
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Martin Gruebele ,

Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

* E-mail: mgruebel@illinois.edu (MG); ychemla@illinois.edu (YRC)

Affiliations Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America

https://orcid.org/0000-0001-9291-8123

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Yann R. Chemla

Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

* E-mail: mgruebel@illinois.edu (MG); ychemla@illinois.edu (YRC)

Affiliations Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America

https://orcid.org/0000-0001-9167-0234

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Rapid automated 3-D pose estimation of larval zebrafish using a physical model-trained neural network

Aniket Ravan,
Ruopei Feng,
Martin Gruebele,
Yann R. Chemla

Published: October 23, 2023
https://doi.org/10.1371/journal.pcbi.1011566

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