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Development of head-to-head and longitudinal CycleGAN algorithm for MRI harmonization: validation in follow-up MRI evaluation in patients with brain metastasis

Crossref DOI link: https://doi.org/10.1038/s41598-026-43755-7

Published Online: 2026-03-11

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Hwang, Hosung

Choi, Hyeon-Ung

Jeong, Hyunjae

Lim, Hyun-Woo

Jo, Sang Won

Jeon, Young Hun

Choi, Seung Hong

Yoo, Roh-Eul

Seong, Joon Kyung
Funding

Funding for this research was provided by:

a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare (RS-2025-02307233)

Seoul National University Hospital (0320230270)

National Research Foundation of Korea (NRF-2023R1A2C3003250)

Seoul National University Hospital GE Center (1820230040)

Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare (RS-2023-00262321)

Korea National Institute of Health (2024-ER1004-00)
License Information

Text and Data Mining valid from 2026-03-11

Accepted Manuscript valid from 2026-03-11
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Article History

Received: 30 November 2025

Accepted: 6 March 2026

First Online: 11 March 2026

Declarations

:

: The authors declare no competing interests.

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