Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38184, first published .
Development and Evaluation of Health Recommender Systems: Systematic Scoping Review and Evidence Mapping

Development and Evaluation of Health Recommender Systems: Systematic Scoping Review and Evidence Mapping

Development and Evaluation of Health Recommender Systems: Systematic Scoping Review and Evidence Mapping

Authors of this article:

Yue Sun1 Author Orcid Image ;   Jia Zhou1 Author Orcid Image ;   Mengmeng Ji1 Author Orcid Image ;   Lusi Pei2 Author Orcid Image ;   Zhiwen Wang1 Author Orcid Image

Journals

  1. Woodman R, Mangoni A. A comprehensive review of machine learning algorithms and their application in geriatric medicine: present and future. Aging Clinical and Experimental Research 2023;35(11):2363 View
  2. Ruotsalainen P, Blobel B. Future pHealth Ecosystem-Holistic View on Privacy and Trust. Journal of Personalized Medicine 2023;13(7):1048 View
  3. Shafiee S. Unveiling the Latest Trends and Advancements in Machine Learning Algorithms for Recommender Systems: A Literature Review. Procedia CIRP 2024;121:115 View
  4. Weirauch V, Soehnchen C, Burmann A, Meister S. Methods, Indicators, and End-User Involvement in the Evaluation of Digital Health Interventions for the Public: Scoping Review. Journal of Medical Internet Research 2024;26:e55714 View
  5. Jiang H, Mi Z, Xu W. Online Medical Consultation Service–Oriented Recommendations: Systematic Review. Journal of Medical Internet Research 2024;26:e46073 View
  6. Wang X, Hu B. Machine Learning Algorithms for Improved Product Design User Experience. IEEE Access 2024;12:112810 View
  7. Zomorodi M, Ghodsollahee I, Martin J, Talley N, Salari V, Pławiak P, Rahimi K, Acharya U. RECOMED: A comprehensive pharmaceutical recommendation system. Artificial Intelligence in Medicine 2024;157:102981 View
  8. Ananthakrishnan A, Milne-Ives M, Cong C, Shankar R, Lakey B, Alexander J, Tapuria A, Marchal A, Joy E, Meinert E. The evaluation of health recommender systems: A scoping review. International Journal of Medical Informatics 2025;195:105697 View