Machine learning-based improvement of an online rheumatology referral and triage system

Machine learning-based improvement of an online rheumatology referral and triage system

IntroductionRheport is an online rheumatology referral system allowing automatic appointment triaging of new rheumatology patient referrals according to the respective probability of an inflammatory rheumatic disease (IRD). Previous research reported that Rheport was well accepted among IRD patients...

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Bibliographic Details
Main Authors: Johannes Knitza, Lena Janousek, Felix Kluge, Cay Benedikt von der Decken, Stefan Kleinert, Wolfgang Vorbrüggen, Arnd Kleyer, David Simon, Axel J. Hueber, Felix Muehlensiepen, Nicolas Vuillerme, Georg Schett, Bjoern M. Eskofier, Martin Welcker, Peter Bartz-Bazzanella
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Medicine
Subjects:
artificial intelligence
machine learning
rheumatology
triage
symptom checker
digital health
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.954056/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2022.954056/full

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