Self-supervised deep-learning two-photon microscopy

Yuezhi He; Jing Yao; Lina Liu; Yufeng Gao; Jia Yu; Shiwei Ye; Hui Li; Wei Zheng

doi:10.1364/PRJ.469231

Photonics Research, Volume. 11, Issue 1, 1(2023)

Self-supervised deep-learning two-photon microscopy

Yuezhi He^1,2, Jing Yao^1,2, Lina Liu^1,2, Yufeng Gao^1,2, Jia Yu^1,2, Shiwei Ye^1,2, Hui Li^1,2, and Wei Zheng^1,2、*

¹Research Center for Biomedical Optics and Molecular Imaging, Shenzhen Key Laboratory for Molecular Imaging, Guangdong Provincial Key Laboratory of Biomedical Optical Imaging Technology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China

²CAS Key Laboratory of Health Informatics, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China

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Supplementary Materials

Visualization 1 | Supplementary Visualization 1-low-resolution with super-resolution

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Visualization 2 | Supplementary Visualization 2-high-resolution image with super-resolution

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Visualization 3 | Supplementary Visualization 3-3d super-resolution lateral view

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Visualization 4 | Supplementary Visualization 4-3d super-resolution axial view

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Yuezhi He, Jing Yao, Lina Liu, Yufeng Gao, Jia Yu, Shiwei Ye, Hui Li, Wei Zheng. Self-supervised deep-learning two-photon microscopy[J]. Photonics Research, 2023, 11(1): 1

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Paper Information

Category: Imaging Systems, Microscopy, and Displays

Received: Jun. 29, 2022

Accepted: Oct. 20, 2022

Published Online: Dec. 15, 2022

The Author Email: Wei Zheng (zhengwei@siat.ac.cn)

DOI:10.1364/PRJ.469231

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology