Adversarial Drift-Aware Predictive Transfer: Toward Durable Clinical AI

Xin Xiong, Zijian Guo, Haobo Zhu +4

Clinical AI systems frequently suffer performance decay post-deployment due to temporal data shifts, such as evolving populations, diagnostic coding updates (e.g., ICD-9 to ICD-10)…