Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review.

Journal: Journal of medical Internet research
Published Date: Aug 7, 2025

Abstract

BACKGROUND: The integration of artificial intelligence (AI) in health care has significant potential, yet its acceptance by health care professionals (HCPs) is essential for successful implementation. Understanding HCPs' perspectives on the explainability and integrability of medical AI is crucial, as these factors influence their willingness to adopt and effectively use such technologies.

Authors

  • Yushu Liu
    School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China.
  • Chenxi Liu
    Department of Civil and Environmental Engineering, University of Washington, Seattle, WA, United States of America.
  • Jianing Zheng
    School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China.
  • Chang Xu
    Institute of Cardio-Cerebrovascular Medicine, Central Hospital of Dalian University of Technology, Dalian 116089, China.
  • Dan Wang
    Guangdong Pharmaceutical University Guangzhou Guangdong China.

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