Showing 2026Show all
3 papers · 1 filter
physics.med-ph2026
NGSE-Corr: A technique for objective clinical evaluation of quantitative-imaging methods without a gold standard
Yan Liu, Ziping Liu, Zekun Li +4
Objective evaluation of quantitative-imaging (QI) methods based on how reliably they measure true values is important for clinical translation. Performing such evaluation with pati…
physics.med-ph2026
Extending Regression Without Truth to Integrate Ground-Truth Measurements for Evaluating Quantitative Imaging Methods with Patient Data
Yan Liu, Abhinav K. Jha
Objective evaluation of quantitative imaging (QI) methods with patient data is often hindered by the lack of gold standards. To address this challenge, a class of regression-withou…
physics.med-ph2026
Comparing evaluation of quantitative imaging methods using reference standards vs. regression-without-truth-based technique
Yan Liu, Abhinav K. Jha
Clinical translation of quantitative imaging (QI) methods requires objective evaluation of these methods on reliably measuring the underlying true quantitative values. Ideally, suc…