Diachronic and synchronic variation in the performance of adaptive machine learning systems: The ethical challenges

Joshua Hatherley, Robert Sparrow

Objectives: Machine learning (ML) has the potential to facilitate "continual learning" in medicine, in which an ML system continues to evolve in response to exposure to new data ov…