Artificial intelligence (AI) can greatly improve healthcare delivery and outcomes, but potential embedded biases can affect fairness in clinical deployment. Here, the authors develop a simulation-based approach to explore which formalisations of AI algorithmic fairness translate into long-term outcome fairness, with a focus on breast cancer.
- Emma A. M. Stanley
- Roger Y. Tsang
- Nils D. Forkert
