Comparative evaluation of generative artificial intelligence models for synthetic knee radiograph augmentation in clinical research.

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Title: Comparative evaluation of generative artificial intelligence models for synthetic knee radiograph augmentation in clinical research.
Authors: Chung K; Department of Orthopedic Surgery, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, 16995, Republic of Korea., Nam JH; Clevion Co., Ltd., Seoul, 07217, Republic of Korea.; Skyve R&D LAB, Skyve Co., Ltd., Seoul, 07217, Republic of Korea.; Department of Mechanical Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea., Dosset A; Clevion Co., Ltd., Seoul, 07217, Republic of Korea., Koh YG; Joint Reconstruction Center, Department of Orthopaedic Surgery, Yonsei Sarang Hospital, Seoul, 06702, Republic of Korea., Kim JM; Joint Reconstruction Center, Department of Radiology, Yonsei Sarang Hospital, Seoul, 06702, Republic of Korea., Kim PS; Department of Orthopaedic Surgery, The Bone Hospital, 67, Dongjak-daero, Dongjak-gu, Seoul, 07014, Republic of Korea., Lee JW; Department of Orthopaedic Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea., Park KM; Skyve R&D LAB, Skyve Co., Ltd., Seoul, 07217, Republic of Korea., Kwon HM; Department of Orthopaedic Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea. HYUCK7777@yuhs.ac., Kang KT; Clevion Co., Ltd., Seoul, 07217, Republic of Korea. tagi1024@gmail.com.; Skyve R&D LAB, Skyve Co., Ltd., Seoul, 07217, Republic of Korea. tagi1024@gmail.com.; Department of Mechanical Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. tagi1024@gmail.com.
Source: BMC medical imaging [BMC Med Imaging] 2026 Mar 03; Vol. 26 (1). Date of Electronic Publication: 2026 Mar 03.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1471-2342
DOI:10.1186/s12880-026-02244-z