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Image denoising for fluorescence microscopy by self-supervised transfer learning
Yina Wang, View ORCID ProfileHenry Pinkard, Emaad Khwaja, View ORCID ProfileShuqin Zhou, View ORCID ProfileLaura Waller, View ORCID ProfileBo Huang
doi: https://doi.org/10.1101/2021.02.01.429188
Yina Wang
1Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94143, USA
Henry Pinkard
2Computational Biology Graduate Group, University of California, Berkeley, CA 94720, USA
3Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
4Berkeley Institute for Data Science, Berkeley, CA 94720, USA
5University of California San Francisco Bakar Computational Health Sciences Institute, San Francisco, CA 94143, USA
Emaad Khwaja
6UC Berkeley - UCSF Joint Graduate Program in Bioengineering, University of California, San Francisco, San Francisco, CA 94143, SUA
Shuqin Zhou
1Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94143, USA
7School of Pharmacy, Tsinghua University, Beijing, China
Laura Waller
3Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA
4Berkeley Institute for Data Science, Berkeley, CA 94720, USA
8Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
Bo Huang
1Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94143, USA
8Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
9Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94143, USA
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Posted February 27, 2021.
Image denoising for fluorescence microscopy by self-supervised transfer learning
Yina Wang, Henry Pinkard, Emaad Khwaja, Shuqin Zhou, Laura Waller, Bo Huang
bioRxiv 2021.02.01.429188; doi: https://doi.org/10.1101/2021.02.01.429188
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