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Zhi-Cai Xie

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Review Open access Aug 2026

The digital transformation of clinical teaching: a review of AI and data-driven quality assurance systems in medical education

Background The use of artificial intelligence (AI) and other data-driven technologies is changing how medical education and clinical teaching are conducted. The traditional model of learning will not allow us to keep up with the sheer amount of new knowledge being produced, the move to competency-based education, or th...

Ke-Xin Zhao, Ning-Ning Wang, Zhi-Cai Xie · 1 citation

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