BioinformaticsPLOS Digital HealthPeer-reviewed
Enhancing Fairness in Disease Prediction by Optimizing Multiple Domain Adversarial Networks
Bin Li, Xiaoqian Jiang, Kai Zhang…·the Alzheimer’s Disease Neuroimaging Initiative
This paper introduces a Multiple Domain Adversarial Neural Network (MDANN) to improve fairness in disease prediction by reducing biases in brain imaging data for Alzheimer's and Autism populations.