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Author profile
Song Gao, PhD
MD Anderson Cancer Ctr.
Implementation and Impact of Standard Nomenclature for Field Name and Description
To develop an automatable standard nomenclature for field name and description to reduce field labeling errors.
Poster Program · Therapy Physics
Beyond Global Metrics: Unmasking Clinically Meaningful Deviations Using a Novel Local Metric In Regression Testing of Deployed Auto-Segmentation Models
Deep-learning (DL) auto-segmentation is routinely used clinically, yet domain shift and vendor model upgrades can change behavior in non-intuitive ways. We present a regression-testing framework to commission upgraded commercial auto-contouring models and to...
Poster Program · Therapy Physics