58 citations · 58 across the 3 of their papers we have counts for
3 papers
Tree-Based Predictive Models for Noisy Input Data
Kevin McCoy, Zachary Wooten, Christine B. Peterson
Measurement error is prevalent across all domains of scientific research where only imprecise observations, rather than the true underlying values, can be obtained. For example, es…
Weighted Sum-of-Trees Model for Clustered Data
Kevin McCoy, Zachary Wooten, Katarzyna Tomczak +1
Clustered data, which arise when observations are nested within groups, are incredibly common in clinical, education, and social science research. Traditionally, a linear mixed mod…
Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans
Mary P. Gronberg, Beth M. Beadle, Adam S. Garden +20
Purpose: This study aimed to use deep learning-based dose prediction to assess head and neck (HN) plan quality and identify suboptimal plans. Methods: A total of 245 VMAT HN plans…