On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations

Wenlong Deng, Yuan Zhong, Qi Dou +1

Mitigating the discrimination of machine learning models has gained increasing attention in medical image analysis. However, rare works focus on fair treatments for patients with m…