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