Pavel Dolin

PhD student, Arizona State University

1 paper at NeurIPS 2025

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Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health

#1712 · Pavel Dolin, Weizhi Li, Gautam Dasarathy, Visar Berisha

This paper argues that post-deployment monitoring in clinical AI is underdeveloped and proposes statistically valid and label-efficient testing frameworks to ensure reliability and safety.