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Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs
Nguyen, Huy Hoang, Saarakkala, Simo, Blaschko, Matthew B., Tiulpin, Aleksei
Published in IEEE transactions on medical imaging (01.12.2020)
Published in IEEE transactions on medical imaging (01.12.2020)
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Journal Article
A siamese network with adaptive gated feature fusion for individual knee OA features grades prediction
Wang, Kang, Niu, Xin, Dou, Yong, Xie, Dongxing, Yang, Tuo
Published in Scientific reports (19.08.2021)
Published in Scientific reports (19.08.2021)
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Journal Article
OA-Pain-Sense: Machine Learning Prediction of Hip and Knee Osteoarthritis Pain from IMU Data
Almuhammadi, Wafaa Salem, Agu, Emmanuel, King, Jean, Franklin, Patricia
Published in Informatics (Basel) (01.12.2022)
Published in Informatics (Basel) (01.12.2022)
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Journal Article
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers
Zhang, Winston, Bianchi, Jonas, Turkestani, Najla Al, Le, Celia, Deleat-Besson, Romain, Ruellas, Antonio, Cevidanes, Lucia, Yatabe, Marilia, Goncalves, Joao, Benavides, Erika, Soki, Fabiana, Prieto, Juan, Paniagua, Beatriz, Najarian, Kayvan, Gryak, Jonathan, Soroushmehr, Reza
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative
Brahim, Abdelbasset, Jennane, Rachid, Riad, Rabia, Janvier, Thomas, Khedher, Laila, Toumi, Hechmi, Lespessailles, Eric
Published in Computerized medical imaging and graphics (01.04.2019)
Published in Computerized medical imaging and graphics (01.04.2019)
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Journal Article
Unsupervised Segmentation and Quantification of Anatomical Knee Features: Data From the Osteoarthritis Initiative
Tamez-Peña, José G., Farber, Joshua, González, Patricia C., Schreyer, Edward, Schneider, Erika, Totterman, Saara
Published in IEEE transactions on biomedical engineering (01.04.2012)
Published in IEEE transactions on biomedical engineering (01.04.2012)
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Journal Article
Analysis of common differential gene expression in synovial cells of osteoarthritis and rheumatoid arthritis
Liao, Chang-sheng, He, Fang-zheng, Li, Xi-yong, Zhang, Yan, Han, Peng-fei
Published in PloS one (21.05.2024)
Published in PloS one (21.05.2024)
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Journal Article
Tool for osteoarthritis risk prediction (TOARP) over 8 years using baseline clinical data, X‐ray, and MRI: Data from the osteoarthritis initiative
Joseph, Gabby B., McCulloch, Charles E., Nevitt, Michael C., Neumann, Jan, Gersing, Alexandra S., Kretzschmar, Martin, Schwaiger, Benedikt J., Lynch, John A., Heilmeier, Ursula, Lane, Nancy E., Link, Thomas M.
Published in Journal of magnetic resonance imaging (01.06.2018)
Published in Journal of magnetic resonance imaging (01.06.2018)
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Journal Article
Fully automated, level set-based segmentation for knee MRIs using an adaptive force function and template: data from the osteoarthritis initiative
Ahn, Chunsoo, Bui, Toan Duc, Lee, Yong-woo, Shin, Jitae, Park, Hyunjin
Published in Biomedical engineering online (24.08.2016)
Published in Biomedical engineering online (24.08.2016)
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Journal Article
Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation
Mehta, Bella, Goodman, Susan, DiCarlo, Edward, Jannat-Khah, Deanna, Gibbons, J. Alex B., Otero, Miguel, Donlin, Laura, Pannellini, Tania, Robinson, William H., Sculco, Peter, Figgie, Mark, Rodriguez, Jose, Kirschmann, Jessica M., Thompson, James, Slater, David, Frezza, Damon, Xu, Zhenxing, Wang, Fei, Orange, Dana E.
Published in Arthritis research & therapy (02.03.2023)
Published in Arthritis research & therapy (02.03.2023)
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Journal Article