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The application of transfer learning to T1ρ MRI tibiofemoral cartilage segmentation.

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Title: The application of transfer learning to T1ρ MRI tibiofemoral cartilage segmentation.
Authors: Bradley PX; Department of Mechanical Engineering and Materials Science, Duke University, United States. Electronic address: patrick.bradley@duke.edu., Collins AT; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: collins.at@gmail.com., Riofrio AD; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: alexie.riofrio@gmail.com., Heckelman LN; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States. Electronic address: lnh2117@columbia.edu., Smith WAR; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: wyattsmith006@gmail.com., Michel LC; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: lcmichel2@gmail.com., Su X; Department of Biomedical Engineering, Duke University, United States. Electronic address: xingqi.su@duke.edu., Kosinski AS; Department of Biostatistics and Bioinformatics, Duke University, United States. Electronic address: andrzej.kosinski@duke.edu., Spritzer CE; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Radiology, Duke University School of Medicine, United States. Electronic address: chuck.spritzer@duke.edu., DeFrate LE; Department of Mechanical Engineering and Materials Science, Duke University, United States; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States. Electronic address: led7@duke.edu.
Source: Journal of biomechanics [J Biomech] 2026 Jan; Vol. 194, pp. 113075. Date of Electronic Publication: 2025 Nov 14.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 0157375 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2380 (Electronic) Linking ISSN: 00219290 NLM ISO Abbreviation: J Biomech Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: The application of transfer learning to T1ρ MRI tibiofemoral cartilage segmentation.
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  Data: <searchLink fieldCode="AU" term="%22Bradley+PX%22">Bradley PX</searchLink>; Department of Mechanical Engineering and Materials Science, Duke University, United States. Electronic address: patrick.bradley@duke.edu.<br /><searchLink fieldCode="AU" term="%22Collins+AT%22">Collins AT</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: collins.at@gmail.com.<br /><searchLink fieldCode="AU" term="%22Riofrio+AD%22">Riofrio AD</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: alexie.riofrio@gmail.com.<br /><searchLink fieldCode="AU" term="%22Heckelman+LN%22">Heckelman LN</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States. Electronic address: lnh2117@columbia.edu.<br /><searchLink fieldCode="AU" term="%22Smith+WAR%22">Smith WAR</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: wyattsmith006@gmail.com.<br /><searchLink fieldCode="AU" term="%22Michel+LC%22">Michel LC</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States. Electronic address: lcmichel2@gmail.com.<br /><searchLink fieldCode="AU" term="%22Su+X%22">Su X</searchLink>; Department of Biomedical Engineering, Duke University, United States. Electronic address: xingqi.su@duke.edu.<br /><searchLink fieldCode="AU" term="%22Kosinski+AS%22">Kosinski AS</searchLink>; Department of Biostatistics and Bioinformatics, Duke University, United States. Electronic address: andrzej.kosinski@duke.edu.<br /><searchLink fieldCode="AU" term="%22Spritzer+CE%22">Spritzer CE</searchLink>; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Radiology, Duke University School of Medicine, United States. Electronic address: chuck.spritzer@duke.edu.<br /><searchLink fieldCode="AU" term="%22DeFrate+LE%22">DeFrate LE</searchLink>; Department of Mechanical Engineering and Materials Science, Duke University, United States; Department of Orthopaedic Surgery, Duke University School of Medicine, United States; Department of Biomedical Engineering, Duke University, United States. Electronic address: led7@duke.edu.
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  Data: <searchLink fieldCode="JN" term="%220157375%22">Journal of biomechanics</searchLink> [J Biomech] 2026 Jan; Vol. 194, pp. 113075. <i>Date of Electronic Publication: </i>2025 Nov 14.
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        Value: 10.1016/j.jbiomech.2025.113075
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      – Code: eng
        Text: English
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              Text: 2026 Jan
              Type: published
              Y: 2026
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