Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees. - José-Marcio Luna; Eric Eaton; Lyle H. Ungar; Eric S. Diffenderfer; Shane T. Jensen; Efstathios D. Gennatas; Mateo Wirth; Charles B. Simone II; Timothy D. Solberg; Gilmer Valdes (CoRR, 2017)

Hierarchical model-based object localization for auto-contouring in head and neck radiation therapy planning. - Yubing Tong; Jayaram K. Udupa; Xingyu Wu; Dewey Odhner; Gargi Pednekar; Charles B. Simone II; David McLaughlin; Chavanon Apinorasethkul; Geraldine Shammo; Paul James; Joseph Camaratta; Drew A. Torigian (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Image quality and segmentation. - Gargi V. Pednekar; Jayaram K. Udupa; David J. McLaughlin; Xingyu Wu; Yubing Tong; Charles B. Simone II; Joseph Camaratta; Drew A. Torigian (Image-Guided Procedures, 2018)

Auto-contouring via automatic anatomy recognition of organs at risk in head and neck cancer on CT images. - Xingyu Wu; Jayaram K. Udupa; Yubing Tong; Dewey Odhner; Gargi V. Pednekar; Charles B. Simone II; David McLaughlin; Chavanon Apinorasethkul; John Lukens; Dimitris Mihailidis; Geraldine Shammo; Paul James; et al. (Image-Guided Procedures, 2018)

Pilot study for supervised target detection applied to spatially registered multiparametric MRI in order to non-invasively score prostate cancer. - Rulon Mayer; Charles B. Simone II; William Skinner; Baris Turkbey; Peter L. Choyke (Comput. Biol. Medicine, 2018)

Expert-Augmented Machine Learning. - Efstathios D. Gennatas; Jerome H. Friedman; Lyle H. Ungar; Romain Pirracchio; Eric Eaton; L. Reichman; Yannet Interian; Charles B. Simone II; A. Auerbach; E. Delgado; Mark J. van der Laan; Timothy D. Solberg; et al. (CoRR, 2019)

AAR-RT - A system for auto-contouring organs at risk on CT images for radiation therapy planning: Principles, design, and large-scale evaluation on head-and-neck and thoracic cancer cases. - Xingyu Wu; Jayaram K. Udupa; Yubing Tong; Dewey Odhner; Gargi V. Pednekar; Charles B. Simone II; David McLaughlin; Chavanon Apinorasethkul; Ontida Apinorasethkul; John Lukens; Dimitris Mihailidis; Geraldine Shammo; et al. (Medical Image Anal., 2019)