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Open Access
Peer-reviewed
Research Article
Texture-enhanced thermography for joint inflammation detection using consumer-grade thermal cameras
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Shaye Kivity,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources
Affiliations Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel, Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
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Dima Bykhovsky,
Roles Formal analysis, Methodology, Software, Writing – original draft
Affiliation Electrical and Electronics Engineering, Shamoon College of Engineering, Beer-Sheva, Israel
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Nadav Sheffer,
Roles Conceptualization, Formal analysis, Methodology
Affiliation School of Medical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Keren Netzer,
Roles Data curation, Formal analysis, Investigation, Resources, Writing – original draft
Affiliation Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel
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Yael Pri-Paz Basson,
Roles Investigation, Resources
Affiliation Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel
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Oshrat Tayer-Shifman,
Roles Investigation, Resources
Affiliations Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel, Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
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Rotem Sivan,
Roles Investigation, Resources
Affiliations Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel, Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
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Netzah Calamaro,
Roles Writing – original draft
Affiliation School of Electrical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Rami Ginaime,
Roles Investigation, Resources
Affiliation Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel
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Eli Flaxer,
Roles Writing – original draft
Affiliation School of Electrical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Sara Naftali,
Roles Writing – original draft
Affiliation School of Medical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Anat Ratnovsky,
Roles Writing – original draft
Affiliation School of Medical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Lior Luria,
Roles Investigation, Resources
Affiliation Rheumatology Unit, Meir Medical Center, Kfar Saba, Israel
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Oshrit Hoffer
Roles Conceptualization, Investigation, Methodology, Software, Supervision, Writing – original draft
* E-mail: oshrith@afeka.ac.il (OH)
Affiliation School of Electrical Engineering, Afeka Academic College of Engineering in Tel Aviv, Tel Aviv, Israel
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Texture-enhanced thermography for joint inflammation detection using consumer-grade thermal cameras
- Shaye Kivity,
- Dima Bykhovsky,
- Nadav Sheffer,
- Keren Netzer,
- Yael Pri-Paz Basson,
- Oshrat Tayer-Shifman,
- Rotem Sivan,
- Netzah Calamaro,
- Rami Ginaime,
- Eli Flaxer
- Published: July 29, 2026
- https://doi.org/10.1371/journal.pone.0354709