This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (1915) mHealth for Screening (296) mHealth for Diagnosis (81) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1732) AI Language Models in Health Care (202) Computer-Aided Diagnosis (251) Drug Discovery and Clinical Trials (8) Immunology, Allergy, Rheumatology (140)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55542, first published .
Diagnostic Accuracy of a Mobile AI-Based Symptom Checker and a Web-Based Self-Referral Tool in Rheumatology: Multicenter Randomized Controlled Trial

Diagnostic Accuracy of a Mobile AI-Based Symptom Checker and a Web-Based Self-Referral Tool in Rheumatology: Multicenter Randomized Controlled Trial

Diagnostic Accuracy of a Mobile AI-Based Symptom Checker and a Web-Based Self-Referral Tool in Rheumatology: Multicenter Randomized Controlled Trial

Authors of this article:

Johannes Knitza1, 2, 3, 4 Author Orcid Image ;   Koray Tascilar3, 4 Author Orcid Image ;   Franziska Fuchs3, 4 Author Orcid Image ;   Jacob Mohn3, 4 Author Orcid Image ;   Sebastian Kuhn1 Author Orcid Image ;   Daniela Bohr3, 4 Author Orcid Image ;   Felix Muehlensiepen2, 5, 6 Author Orcid Image ;   Christina Bergmann3, 4 Author Orcid Image ;   Hannah Labinsky3, 4 Author Orcid Image ;   Harriet Morf3, 4 Author Orcid Image ;   Elizabeth Araujo3, 4 Author Orcid Image ;   Matthias Englbrecht7 Author Orcid Image ;   Wolfgang Vorbrüggen7, 8 Author Orcid Image ;   Cay-Benedict von der Decken8, 9, 10 Author Orcid Image ;   Stefan Kleinert8, 11 Author Orcid Image ;   Andreas Ramming3, 4 Author Orcid Image ;   Jörg H W Distler3, 4, 12 Author Orcid Image ;   Peter Bartz-Bazzanella8, 10 Author Orcid Image ;   Nicolas Vuillerme2, 13, 14 Author Orcid Image ;   Georg Schett3, 4 Author Orcid Image ;   Martin Welcker8, 15 Author Orcid Image ;   Axel Hueber3, 4, 16 Author Orcid Image
Article Authors Cited by (10) Tweetations (1) Metrics

Journals

  1. Knitza J, Gupta L, Hügle T. Rheumatology in the digital health era: status quo and quo vadis?. Nature Reviews Rheumatology 2024;20(12):747 View
  2. Schmieding M, Kopka M, Bolanaki M, Napierala H, Altendorf M, Kuschick D, Piper S, Scatturin L, Schmidt K, Schorr C, Thissen A, Wäscher C, Heintze C, Möckel M, Balzer F, Slagman A. Impact of a Symptom Checker App on Patient-Physician Interaction Among Self-Referred Walk-In Patients in the Emergency Department: Multicenter, Parallel-Group, Randomized, Controlled Trial. Journal of Medical Internet Research 2025;27:e64028 View
  3. von der Decken C, Kleinert S, Englbrecht M, Karberg K, Gauler G, Ronneberger M, Rapp P, Schuch F, Wendler J, Späthling-Mestekemper S, Kuhn C, Vorbrüggen W, Welcker M, Bartz-Bazzanella P. RhePort 1.3 enhances early identification of inflammatory rheumatic diseases: a prospective study in German rheumatology settings. Rheumatology International 2025;45(5) View
  4. Kremer P, Schiebisch H, Lechner F, Haase I, Cirkel L, Kötter I, Kuhn S, Krusche M, Knitza J. Comparative analysis of large language models and traditional diagnostic decision support systems for rare rheumatic disease identification. EULAR Rheumatology Open 2025;1(2):51 View
  5. Bilgin E. Current application, possibilities, and challenges of artificial intelligence in the management of rheumatoid arthritis, axial spondyloarthritis, and psoriatic arthritis. Therapeutic Advances in Musculoskeletal Disease 2025;17 View
  6. Gilvaz V, Sudheer A, Reginato A. Emerging Artificial Intelligence Innovations in Rheumatoid Arthritis and Challenges to Clinical Adoption. Current Rheumatology Reports 2025;27(1) View
  7. Panagiotopoulos K, Tsiknakis N, Zaridis D, Tzioufas A, Fotiadis D, Goules A. Artificial intelligence for biopsies and imaging modalities in systemic autoimmune rheumatic diseases: An instructive narrative review. Autoimmunity Reviews 2025;24(12):103916 View
  8. Cai K, Dou D, Deng G, Zhan Y, Huang H, Feng Z. Deep Learning Classification of Rheumatoid Arthritis in Hand Radiographs Interpretability Insights and Web Application. ImmunoTargets and Therapy 2025;Volume 14:1333 View
  9. Strunz P, Gernert M, Nagler L, Labinsky H, Fröhlich M, Stetter M, Stetter C, Possler L, Schmalzing M. Umfrage zur hausärztlichen Versorgungsrealität bei rheumatologischen Patient:innen in Unterfranken und zum Beitrag der Digitalisierung. Zeitschrift für Rheumatologie 2025 View

Books/Policy Documents

  1. Detert J, Detert M. Transformation in Health Care. View