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. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41776438 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Comparative evaluation of generative artificial intelligence models for synthetic knee radiograph augmentation in clinical research. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chung+K%22">Chung K</searchLink>; Department of Orthopedic Surgery, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, 16995, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Nam+JH%22">Nam JH</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Dosset+A%22">Dosset A</searchLink>; Clevion Co., Ltd., Seoul, 07217, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Koh+YG%22">Koh YG</searchLink>; Joint Reconstruction Center, Department of Orthopaedic Surgery, Yonsei Sarang Hospital, Seoul, 06702, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+JM%22">Kim JM</searchLink>; Joint Reconstruction Center, Department of Radiology, Yonsei Sarang Hospital, Seoul, 06702, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+PS%22">Kim PS</searchLink>; Department of Orthopaedic Surgery, The Bone Hospital, 67, Dongjak-daero, Dongjak-gu, Seoul, 07014, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+JW%22">Lee JW</searchLink>; Department of Orthopaedic Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+KM%22">Park KM</searchLink>; Skyve R&D LAB, Skyve Co., Ltd., Seoul, 07217, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kwon+HM%22">Kwon HM</searchLink>; Department of Orthopaedic Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea. HYUCK7777@yuhs.ac.<br /><searchLink fieldCode="AU" term="%22Kang+KT%22">Kang KT</searchLink>; 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. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100968553%22">BMC medical imaging</searchLink> [BMC Med Imaging] 2026 Mar 03; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Mar 03. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968553 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2342 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712342%22">14712342 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Imaging <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41776438 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12880-026-02244-z Languages: – Code: eng Text: English Titles: – TitleFull: Comparative evaluation of generative artificial intelligence models for synthetic knee radiograph augmentation in clinical research. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chung K – PersonEntity: Name: NameFull: Nam JH – PersonEntity: Name: NameFull: Dosset A – PersonEntity: Name: NameFull: Koh YG – PersonEntity: Name: NameFull: Kim JM – PersonEntity: Name: NameFull: Kim PS – PersonEntity: Name: NameFull: Lee JW – PersonEntity: Name: NameFull: Park KM – PersonEntity: Name: NameFull: Kwon HM – PersonEntity: Name: NameFull: Kang KT IsPartOfRelationships: – BibEntity: Dates: – D: 03 M: 03 Text: 2026 Mar 03 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1471-2342 Numbering: – Type: volume Value: 26 – Type: issue Value: 1 Titles: – TitleFull: BMC medical imaging Type: main |
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