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Predicted and actual 2-year structural and pain progression in the IMI-APPROACH knee osteoarthritis cohort.
van Helvoort EM, Jansen MP, Marijnissen ACA, Kloppenburg M, Blanco FJ, Haugen IK, Berenbaum F, Bay-Jensen AC, Ladel C, Lalande A, Larkin J, Loughlin J, Mobasheri A, Weinans HH, Widera P, Bacardit J, Welsing PMJ, Lafeber FPJG. van Helvoort EM, et al. Among authors: bacardit j. Rheumatology (Oxford). 2022 Dec 23;62(1):147-157. doi: 10.1093/rheumatology/keac292. Rheumatology (Oxford). 2022. PMID: 35575381 Free PMC article.
Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers.
van Helvoort EM, van Spil WE, Jansen MP, Welsing PMJ, Kloppenburg M, Loef M, Blanco FJ, Haugen IK, Berenbaum F, Bacardit J, Ladel CH, Loughlin J, Bay-Jensen AC, Mobasheri A, Larkin J, Boere J, Weinans HH, Lalande A, Marijnissen ACA, Lafeber FPJG. van Helvoort EM, et al. Among authors: bacardit j. BMJ Open. 2020 Jul 28;10(7):e035101. doi: 10.1136/bmjopen-2019-035101. BMJ Open. 2020. PMID: 32723735 Free PMC article.
Osteoarthritis endotype discovery via clustering of biochemical marker data.
Angelini F, Widera P, Mobasheri A, Blair J, Struglics A, Uebelhoer M, Henrotin Y, Marijnissen AC, Kloppenburg M, Blanco FJ, Haugen IK, Berenbaum F, Ladel C, Larkin J, Bay-Jensen AC, Bacardit J. Angelini F, et al. Among authors: bacardit j. Ann Rheum Dis. 2022 May;81(5):666-675. doi: 10.1136/annrheumdis-2021-221763. Epub 2022 Mar 4. Ann Rheum Dis. 2022. PMID: 35246457 Free article.
Functional networks inference from rule-based machine learning models.
Lazzarini N, Widera P, Williamson S, Heer R, Krasnogor N, Bacardit J. Lazzarini N, et al. Among authors: bacardit j. BioData Min. 2016 Sep 5;9(1):28. doi: 10.1186/s13040-016-0106-4. eCollection 2016. BioData Min. 2016. PMID: 27597880 Free PMC article.
62 results