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
Digital Health Section Podcast- Royal Society of Medicine