Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60269, first published .
Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review

Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review

Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review

Journals

  1. Ajabani D, Shaikh Z, Yousef A, Ali K, Albahar M. Enhancing skin lesion classification: a CNN approach with human baseline comparison. PeerJ Computer Science 2025;11:e2795 View
  2. Hu C, Li F, Wang S, Gao Z, Pan S, Qing M. The role of artificial intelligence in enhancing personalized learning pathways and clinical training in dental education. Cogent Education 2025;12(1) View
  3. Ali S, Yang X, Masood S, Ghazanfar Z, Jung Y, Chen T, Wang X. Revolutionizing diabetic retinopathy and macular edema management: a systematic review on the transformative potential of artificial intelligence. The Visual Computer 2025;41(12):10109 View
  4. Yousefi F, Dehnavieh R, Laberge M, Gagnon M, Ghaemi M, Nadali M, Azizi N. Opportunities, challenges, and requirements for Artificial Intelligence (AI) implementation in Primary Health Care (PHC): a systematic review. BMC Primary Care 2025;26(1) View
  5. Dontchos B, Dodelzon K, Bhole S, Edmonds C, Mullen L, Parikh J, Daly C, Epling J, Christensen S, Grimm L. Opinions and Preferences Regarding Artificial Intelligence Use in Health Care Delivery: Results From a National Multisite Survey of Breast Imaging Patients. Journal of the American College of Radiology 2025;22(9):1032 View
  6. Hofmann B. Biases in AI: acknowledging and addressing the inevitable ethical issues. Frontiers in Digital Health 2025;7 View
  7. McGrew H, Faucett K, Russell R, Holt J, Tapp J, Steed J, Phillippi J. Telehealth Simulations with Generative Artificial Intelligence in Midwifery Education: Practice for Person‐Centered and Culturally Responsive Care. Journal of Midwifery & Women's Health 2025 View
  8. Mu J, Nazar A, Ali M, Hussain A. Integrating machine learning with OMICs data for early detection in breast cancer. Gene Reports 2025;41:102325 View
  9. Saadeh M, Janhonen J, Beer E, Castelyn C, Hoffman D. Automation complacency: risks of abdicating medical decision making. AI and Ethics 2025;5(6):5783 View
  10. . Josiah Macy Jr. Foundation Conference on Artificial Intelligence in Medical Education: Proceedings and Recommendations. Academic Medicine 2025;100(9S):S4 View

Books/Policy Documents

  1. Evangeline S. AI in Mental Health. View

Conference Proceedings

  1. Sri L, Shri R R, Thrisha R, S V. 2025 International Conference on Electronics and Renewable Systems (ICEARS). MindMend: Explainable GANs for Stimulating Mental Health Scenarios in Therapist Training View
  2. Arrojula S, Bhaskaran D, Mehta H. 2025 IEEE 2nd International Workshop on Future Intelligent Technologies for Young Researchers (FITYR). AI Ethics and Bias in Machine Learning Models in AR and VR: a Focus on Education, Healthcare and Finance View