Nan Liu is a Director of Duke-NUS AI + Medical Sciences Initiative, ranked #4 in Tech & Software (AI & ML Researchers) (Top 33%).
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Nan Liu is a researcher, innovator, and entrepreneur specializing in biomedical innovation and health data science. As the Director of the Duke-NUS AI + Medical Sciences Initiative, Liu focuses on trustworthy and ethical AI, interpretable machine learning, health informatics, and medical device design. Liu actively publishes research, organizes conferences, and promotes AI literacy in healthcare, with a strong emphasis on responsible AI deployment and clinical workflow integration. Liu also serves as an editor for several international peer-reviewed journals and participates in global collaborations to advance ethical AI in emergency care.
Clinical AI doesn't fail because of bad models. It fails because of bad workflows.
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