Physics-informed single-frame end-to-end learning for denoising and background removal in fluorescence imaging.

You X, Xie S, Li C, Hu K, Fu X, Kuang C, Tang L, Lu Z, Fu C, Zha ZJ, Liu X, Zhang D

Open source

DOI
10.1073/pnas.2613174123
Published
2026 Oct 13
Container
Proceedings of the National Academy of Sciences of the United States of America
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1073/pnas.2613174123,
  title = {Physics-informed single-frame end-to-end learning for denoising and background removal in fluorescence imaging.},
  author = {You X and Xie S and Li C and Hu K and Fu X and Kuang C and Tang L and Lu Z and Fu C and Zha ZJ and Liu X and Zhang D},
  year = {2026},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  doi = {10.1073/pnas.2613174123},
  url = {https://doi.org/10.1073/pnas.2613174123}
}

RIS

TY  - JOUR
TI  - Physics-informed single-frame end-to-end learning for denoising and background removal in fluorescence imaging.
AU  - You X
AU  - Xie S
AU  - Li C
AU  - Hu K
AU  - Fu X
AU  - Kuang C
AU  - Tang L
AU  - Lu Z
AU  - Fu C
AU  - Zha ZJ
AU  - Liu X
AU  - Zhang D
PY  - 2026
JO  - Proceedings of the National Academy of Sciences of the United States of America
DO  - 10.1073/pnas.2613174123
UR  - https://doi.org/10.1073/pnas.2613174123
ER  - 

APA

X, Y., S, X., C, L., K, H., X, F., C, K., L, T., Z, L., C, F., ZJ, Z., X, L., & D, Z. (2026). Physics-informed single-frame end-to-end learning for denoising and background removal in fluorescence imaging.. Proceedings of the National Academy of Sciences of the United States of America. https://doi.org/10.1073/pnas.2613174123

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