A training-aware conformal risk control method triages IMRT plans for measurement QA, achieving 100% sensitivity and 76% specificity on pooled hospital data while reducing measurements by 75%.
Adaptive conformal inference under distribution shift
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Training-Aware Risk Control for Intensity Modulated Radiation Therapies Quality Assurance with Conformal Prediction
A training-aware conformal risk control method triages IMRT plans for measurement QA, achieving 100% sensitivity and 76% specificity on pooled hospital data while reducing measurements by 75%.