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Stain normalization of pathological images using self-attention based cycleGAN with grey scale consistency loss

Published Online: 2025-08-20

Published Print: 2025-12

Authors

Chen, Zheng

Jiang, Peng

Duan, Wensi

Wang, Lang

Li, Cheng

Wang, Junfeng

Liu, Juan
Funding

Funding for this research was provided by:

the Major Projects of Technological Innovation in Hubei Province (2019AEA170, 2019AEA170, 2019AEA170, 2019AEA170, 2019AEA170)

the Frontier Projects of Wuhan for Application Foundation (2019010701011381, 2019010701011381, 2019010701011381, 2019010701011381, 2019010701011381)

the Translational Medicine and Interdisciplinary Research Joint Fund of Zhongnan Hospital of Wuhan University (ZNJC202226, ZNJC202226, ZNJC202226, ZNJC202226, ZNJC202226)
License Information

Text and Data Mining valid from 2025-08-20

Version of Record valid from 2025-08-20
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Article History

Received: 28 April 2025

Accepted: 9 August 2025

First Online: 20 August 2025

Declarations

:

: The authors declare no Conflict of interest.

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