FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification

Zikang Xu, Shang Zhao, Quan Quan +2

Deep learning is becoming increasingly ubiquitous in medical research and applications while involving sensitive information and even critical diagnosis decisions. Researchers obse…