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EA RC, Early Arthritis Recognition Clinic; REACH, Rotterdam Early Arthritis Cohort; SD, standard deviation.
OR, odds ratio; CI, confidence interval; PPV, positive predictive value; NPV, negative predictive value; EA RC, Early Arthritis Recognition Clinic; REACH, Rotterdam Early Arthritis Cohort.
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In short, the arthralgia patients were referred to the Early Arthritis Recognition Clinics (EA RC) from Leiden and Groningen (the Netherlands) or included in the Rotterdam Early Arthritis Cohort (REACH) (the Netherlands).
In this context, early arthritis recognition clinics (EARC) and ERA clinics have been established in some countries in recent decades, in order to receive early and offer appropriate treatment for patients within the first months of disease evolution, including medical follow-up by the rheumatologist and, ideally, multidisciplinary care [ 7].
In arthralgia patients referred to the Early Arthritis Recognition Clinics (EA RC) of Leiden (n = 807) and Groningen (n = 481) or included in the Rotterdam Early Arthritis Cohort (REACH) study (n = 353), the associations (cross-sectional analyses) between morning stiffness and presence of arthritis at physical examination were studied.
A recognition program for clinics demonstrating excellence in improving quality of care for warfarin patients was used to incentivize clinics to adopt the new tools.
He says he no longer needs the name recognition that the clinics bring.
In our study, BIESO tags consistently showed better performance than BIO tags for clinic entity recognition.
Nevertheless, the contribution of different types of word representation features to clinic entity recognition has not been extensively investigated yet.
Either clustering-based or distributional word representation features were of benefit to clinic entity recognition no matter whether SSVMs or CRFs was used.
Jonnalagadda et al. [ 27] investigated distributional semantics features for clinic entity recognition, and their evaluation on the same 2010 i2b2 challenge data showed a significant improvement when using these features.
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