1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CV2026★ 1 cited
Detecting Performance Degradation under Data Shift in Pathology Vision-Language Model
Hao Guan, Li Zhou
Vision-Language Models have demonstrated strong potential in medical image analysis and disease diagnosis. However, after deployment, their performance may deteriorate when the inp…
cs.AI2025
Keeping Medical AI Healthy and Trustworthy: A Review of Detection and Correction Methods for System Degradation
Hao Guan, David Bates, Li Zhou
Artificial intelligence (AI) is increasingly integrated into modern healthcare, offering powerful support for clinical decision-making. However, in real-world settings, AI systems…