Shreyas Meruga, n/a

Undergraduate Student
UT Health San Antonio Department of Molecular Medicine

Poster(s):

• Algorithmic Drift and Lifecycle Quality Assurance in Radiology AI: A Framework for Ongoing Performance Monitoring and Re-Validation

• From ROC to Report: A Framework for Safely Communicating AI-Derived Probability and Uncertainty in Radiology

• Preventing Silent Model Drift: A Reproducibility Governance Framework for Radiology Leadership

• Reproducibility = Safety: Establishing Transparent Validation as a Quality Metric for Radiology AI

• Teaching Clinical AI Literacy: An Educational Framework for Communicating Risk and Uncertainty in Radiology

• Teaching Radiology Trainees to Recognize AI Failure Modes: A Six-Domain Educational Framework