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Single-shot autofocus microscopy using deep learning

View ORCID ProfileHenry Pinkard, Zachary Phillips, Arman Babakhani, Daniel A. Fletcher, Laura Waller
doi: https://doi.org/10.1101/587485
Henry Pinkard
1Computational Biology Graduate Group, University of California, Berkeley, CA 94720, USA
2Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
3Berkeley Institute for Data Science
4University of California San Francisco Bakar Computational Health Sciences Institute
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  • ORCID record for Henry Pinkard
  • For correspondence: henry.pinkard@gmail.com
Zachary Phillips
5Graduate Group in Applied Science and Technology, University of California, Berkeley, CA 94720, USA
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Arman Babakhani
6Department of Physics, University of California, Berkeley, CA 94720, USA
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Daniel A. Fletcher
7Department of Bioengineering and Biophysics Program, University of California, Berkeley, CA 94720, USA
8Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
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Laura Waller
2Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
3Berkeley Institute for Data Science
5Graduate Group in Applied Science and Technology, University of California, Berkeley, CA 94720, USA
8Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
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Article Information

doi 
https://doi.org/10.1101/587485
History 
  • March 23, 2019.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.

Author Information

  1. Henry Pinkard1,2,3,4,*,
  2. Zachary Phillips5,
  3. Arman Babakhani6,
  4. Daniel A. Fletcher7,8 and
  5. Laura Waller2,3,5,8
  1. 1Computational Biology Graduate Group, University of California, Berkeley, CA 94720, USA
  2. 2Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
  3. 3Berkeley Institute for Data Science
  4. 4University of California San Francisco Bakar Computational Health Sciences Institute
  5. 5Graduate Group in Applied Science and Technology, University of California, Berkeley, CA 94720, USA
  6. 6Department of Physics, University of California, Berkeley, CA 94720, USA
  7. 7Department of Bioengineering and Biophysics Program, University of California, Berkeley, CA 94720, USA
  8. 8Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
  1. ↵*Correspondence: henry.pinkard{at}gmail.com
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Posted March 23, 2019.
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Single-shot autofocus microscopy using deep learning
Henry Pinkard, Zachary Phillips, Arman Babakhani, Daniel A. Fletcher, Laura Waller
bioRxiv 587485; doi: https://doi.org/10.1101/587485
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Single-shot autofocus microscopy using deep learning
Henry Pinkard, Zachary Phillips, Arman Babakhani, Daniel A. Fletcher, Laura Waller
bioRxiv 587485; doi: https://doi.org/10.1101/587485

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