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Published on in Vol 11 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55099, first published .
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Triage Accuracy and the Safety of User-Initiated Symptom Assessment With an Electronic Symptom Checker in a Real-Life Setting: Instrument Validation Study

Triage Accuracy and the Safety of User-Initiated Symptom Assessment With an Electronic Symptom Checker in a Real-Life Setting: Instrument Validation Study

Authors of this article:

Ville Liu1 Author Orcid Image ;   Minna Kaila2 Author Orcid Image ;   Tuomas Koskela3, 4 Author Orcid Image

Journals

  1. 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
  2. Ilicki J, Edman S, Stalfors J, Molin C. Evaluating digital triage symptom checker with historical triage-related adverse events. Scandinavian Journal of Primary Health Care 2026;44(1):1 View
  3. Adamyan L, Plavunov I, Konysheva O. Personalized AI assistant for mother and child based on intelligent dialogue systems with integration into the medical information system (review). Russian Journal of Human Reproduction 2026;32(2):6 View
  4. Qari A, Sheiko O, Althagafi M, Yaghmoor W, Sharka R. Digital Dental Triage and Access to Care: A Qualitative Study of Experiences in a Teaching Hospital. Dentistry Journal 2026;14(7):423 View
  5. Naß P, Schüttig W, Bereznoj L, Sundmacher L. Internationale Erfahrungen und Handlungsoptionen für Deutschland. Monitor Versorgungsforschung 2026;2026(04):54 View
  6. Ashour F, Sami W, Alrimawi I, Rizvi M, El-Banna M. Technological Integration in Triage With AI and Machine Learning Compared With Conventional Triage and Narrative Synthesis of Telehealth for Patient Prioritization in Emergency and Acute Care Settings: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2026;28:e93931 View
  7. Alamoudi A, Gai Y, Zghebi S, Kontopantelis E, Brown B. Patient safety and health equity of AI-enabled triage tools in primary care: a systematic review. BMJ Health & Care Informatics 2026;33(1):e102427 View

Books/Policy Documents

  1. Demurtas J, Crescitelli M, Meer A, Laranjo L, Oyugi J, Kirk U, Huibers L. Remote Consultation in Primary Care. View
  2. KADAM N, GUDUR R, MANE D, DESHPANDE V. AI‐driven Innovations in Physiotherapy and Oncology 1. View

Conference Proceedings

  1. Ishowo A, Awotunde J, Hitam N, Oloko F. 2025 2nd International Conference on Artificial Intelligence, Metaverse, and Cybersecurity (ICAMAC). SymptoBuddy: A Progressive Web-Based AI Symptom Checker to Enhance Preliminary Health Assessment View