Generating bright-field images of stained tissue slices from Mueller matrix polarimetric images with CycleGAN using unpaired dataset

Jiahao Fan; Nan Zeng; Honghui He; Chao He; Shaoxiong Liu; Hui Ma

doi:10.1142/S1793545823430034

Journal of Innovative Optical Health Sciences, Volume. 18, Issue 2, 2343003(2025)

Generating bright-field images of stained tissue slices from Mueller matrix polarimetric images with CycleGAN using unpaired dataset

Jiahao Fan¹, Nan Zeng¹, Honghui He^1、*, Chao He^2、**, Shaoxiong Liu³, and Hui Ma¹

Author Affiliations

¹Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Guangdong Research Center of Polarization Imaging and Measurement Engineering Technology Institute of Biopharmaceutical and Health Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, P. R. China

²Department of Engineering Science, University of Oxford, Oxford, UK

³Shenzhen Sixth People’s Hospital (Nanshan Hospital), Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518052, P. R. China

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Jiahao Fan, Nan Zeng, Honghui He, Chao He, Shaoxiong Liu, Hui Ma. Generating bright-field images of stained tissue slices from Mueller matrix polarimetric images with CycleGAN using unpaired dataset[J]. Journal of Innovative Optical Health Sciences, 2025, 18(2): 2343003

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Paper Information

Category: Research Articles

Received: Nov. 27, 2023

Accepted: Jan. 29, 2024

Published Online: Apr. 7, 2025

The Author Email: Honghui He (he.honghui@sz.tsinghua.edu.cn), Chao He (chao.he@eng.ox.ac.uk)

DOI:10.1142/S1793545823430034

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