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Three-dimensional residual channel attention networks denoise and sharpen fluorescence microscopy image volumes
Jiji Chen, Hideki Sasaki, Hoyin Lai, Yijun Su, Jiamin Liu, Yicong Wu, Alexander Zhovmer, Christian A. Combs, Ivan Rey-Suarez, Hungyu Chang, Chi Chou Huang, Xuesong Li, Min Guo, Srineil Nizambad, Arpita Upadhyaya, Shih-Jong J. Lee, Luciano A.G. Lucas, Hari Shroff
doi: https://doi.org/10.1101/2020.08.27.270439
Jiji Chen
1Advanced Imaging and Microscopy Resource, National Institutes of Health, Bethesda, Maryland, USA
Hideki Sasaki
2DRVISION Technologies, LLC, Bellevue, WA
Hoyin Lai
2DRVISION Technologies, LLC, Bellevue, WA
Yijun Su
1Advanced Imaging and Microscopy Resource, National Institutes of Health, Bethesda, Maryland, USA
3Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
Jiamin Liu
1Advanced Imaging and Microscopy Resource, National Institutes of Health, Bethesda, Maryland, USA
Yicong Wu
3Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
Alexander Zhovmer
4Laboratory of Molecular Cardiology, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
Christian A. Combs
5NHLBI Light Microscopy Facility, National Institutes of Health, Bethesda, Maryland
Ivan Rey-Suarez
6Biophysics Program, University of Maryland, College Park, MD 20742, USA
8Institute for Physical Science and Technology, University of Maryland, College Park, MD 20742, USA
Hungyu Chang
2DRVISION Technologies, LLC, Bellevue, WA
Chi Chou Huang
2DRVISION Technologies, LLC, Bellevue, WA
Xuesong Li
3Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
Min Guo
3Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
Srineil Nizambad
1Advanced Imaging and Microscopy Resource, National Institutes of Health, Bethesda, Maryland, USA
Arpita Upadhyaya
6Biophysics Program, University of Maryland, College Park, MD 20742, USA
7Department of Physics, University of Maryland, College Park, MD 20742, USA
8Institute for Physical Science and Technology, University of Maryland, College Park, MD 20742, USA
Shih-Jong J. Lee
2DRVISION Technologies, LLC, Bellevue, WA
Luciano A.G. Lucas
2DRVISION Technologies, LLC, Bellevue, WA
Hari Shroff
1Advanced Imaging and Microscopy Resource, National Institutes of Health, Bethesda, Maryland, USA
3Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
Article usage
Posted August 28, 2020.
Three-dimensional residual channel attention networks denoise and sharpen fluorescence microscopy image volumes
Jiji Chen, Hideki Sasaki, Hoyin Lai, Yijun Su, Jiamin Liu, Yicong Wu, Alexander Zhovmer, Christian A. Combs, Ivan Rey-Suarez, Hungyu Chang, Chi Chou Huang, Xuesong Li, Min Guo, Srineil Nizambad, Arpita Upadhyaya, Shih-Jong J. Lee, Luciano A.G. Lucas, Hari Shroff
bioRxiv 2020.08.27.270439; doi: https://doi.org/10.1101/2020.08.27.270439
Three-dimensional residual channel attention networks denoise and sharpen fluorescence microscopy image volumes
Jiji Chen, Hideki Sasaki, Hoyin Lai, Yijun Su, Jiamin Liu, Yicong Wu, Alexander Zhovmer, Christian A. Combs, Ivan Rey-Suarez, Hungyu Chang, Chi Chou Huang, Xuesong Li, Min Guo, Srineil Nizambad, Arpita Upadhyaya, Shih-Jong J. Lee, Luciano A.G. Lucas, Hari Shroff
bioRxiv 2020.08.27.270439; doi: https://doi.org/10.1101/2020.08.27.270439
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