Article-Journal

The Effect of Enforcing Fairness on Reshaping Explanations in Machine Learning Models

Trustworthy machine learning in healthcare requires strong predictive performance, fairness, and explanations. While it is known that improving fairness can affect predictive …

Algorithmic individual fairness and healthcare: a scoping review

The use of algorithms in healthcare holds the potential to improve care delivery and reduce costs. However, these algorithms can sometimes reflect biases, leading to unfair …

CausalModels: An R Library for Estimating Causal Effects