Machine Learning and Health Outcomes in Cancer Care Delivery (Resources)

Resources

Session 4: Algorithmic Bias & Ethics

Artificial Intelligence in Medicine: Overcoming or Recapitulating Structural Challenges to Improving Patient Care, Alex John London

Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model. Sci Data 9, 24 (2022), Röösli, E., Bozkurt, S. & Hernandez-Boussard

An algorithmic approach to reducing unexplained pain disparities in underserved populations:  https://www.nature.com/articles/s41591-020-01192-7.pdf, Emma Pierson