This episode features a conversation about bias in healthcare AI models with Dr Xiao Liu- Senior Clinician Scientist in AI & Digital Health, University Hospitals Birmingham NHS Foundation Trust. Discussion topics include: How does AI bias arise?  How can we tell whether AI algorithms are biased? Who should be held accountable for bias in AI systems? Is AI the solution for AI bias? Papers referenced during the discussion: Ethical Machine Learning in Healthcare: https://pubmed.ncbi.nlm.nih.gov/34396058/ Standing together recommendations: https://www.datadiversity.org/about