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Development and evaluation of a multistage transfer learning framework for robust medical image analysis.

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Title: Development and evaluation of a multistage transfer learning framework for robust medical image analysis.
Authors: Ayana G; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea.; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, 378, Jimma, Ethiopia., Park SY; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea., Jeong KC; Department of Animal Sciences, University of Florida, Gainesville, FL, 32610, USA.; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA., Yoon SD; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA. yunsd03@jnu.ac.kr.; Department of Chemical and Biomolecular Engineering, Chonnam National University, Yeosu, 59626, Korea. yunsd03@jnu.ac.kr., Choe SW; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea. sewoon@kumoh.ac.kr.; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA. sewoon@kumoh.ac.kr.
Source: Scientific reports [Sci Rep] 2026 Feb 28; Vol. 16 (1). Date of Electronic Publication: 2026 Feb 28.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ayana+G%22">Ayana G</searchLink>; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea.; School of Biomedical Engineering, Jimma Institute of Technology, Jimma University, 378, Jimma, Ethiopia.<br /><searchLink fieldCode="AU" term="%22Park+SY%22">Park SY</searchLink>; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea.<br /><searchLink fieldCode="AU" term="%22Jeong+KC%22">Jeong KC</searchLink>; Department of Animal Sciences, University of Florida, Gainesville, FL, 32610, USA.; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA.<br /><searchLink fieldCode="AU" term="%22Yoon+SD%22">Yoon SD</searchLink>; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA. yunsd03@jnu.ac.kr.; Department of Chemical and Biomolecular Engineering, Chonnam National University, Yeosu, 59626, Korea. yunsd03@jnu.ac.kr.<br /><searchLink fieldCode="AU" term="%22Choe+SW%22">Choe SW</searchLink>; Department of Biomedical Engineering, Kumoh National Institute of Technology, Gumi, 39253, Korea. sewoon@kumoh.ac.kr.; Emerging Pathogens Institute, University of Florida, Gainesville, FL, 32611, USA. sewoon@kumoh.ac.kr.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 28; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Feb 28.
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        Value: 10.1038/s41598-026-42157-z
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              Text: 2026 Feb 28
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