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Content-aware image restoration improves spatiotemporal resolution in luminescence microscopy

View ORCID ProfileTobias Boothe, Mario Ivanković, View ORCID ProfileMarkus A. Grohme, View ORCID ProfileJochen C. Rink
doi: https://doi.org/10.1101/2022.04.29.490012
Tobias Boothe
1Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077 Goettingen, Germany
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  • For correspondence: tobias.boothe@mpinat.mpg.de jochen.rink@mpinat.mpg.de
Mario Ivanković
1Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077 Goettingen, Germany
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Markus A. Grohme
2Max Planck Institute for Molecular Cell Biology and Genetics, Pfotenhauerstrasse 108, 01307 Dresden, Germany
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Jochen C. Rink
1Max Planck Institute for Multidisciplinary Sciences, Am Fassberg 11, 37077 Goettingen, Germany
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  • ORCID record for Jochen C. Rink
  • For correspondence: tobias.boothe@mpinat.mpg.de jochen.rink@mpinat.mpg.de
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Abstract

Luminescence microscopy is a powerful tool in biomedical imaging applications due to its intrinsically high signal to noise ratio. However, luminescence signal detection requires longer exposure times than fluorescence imaging and is consequently less suited for applications requiring high temporal resolution or throughput. Here we demonstrate that content-aware image restoration can drastically reduce the exposure time requirements in luminescence imaging, thus overcoming one of the major limitations of the technique.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://gitlab.gwdg.de/rinklab_public/Lumicare/

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-NC-ND 4.0 International license.
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Posted April 29, 2022.
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Content-aware image restoration improves spatiotemporal resolution in luminescence microscopy
Tobias Boothe, Mario Ivanković, Markus A. Grohme, Jochen C. Rink
bioRxiv 2022.04.29.490012; doi: https://doi.org/10.1101/2022.04.29.490012
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Content-aware image restoration improves spatiotemporal resolution in luminescence microscopy
Tobias Boothe, Mario Ivanković, Markus A. Grohme, Jochen C. Rink
bioRxiv 2022.04.29.490012; doi: https://doi.org/10.1101/2022.04.29.490012

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