Groupwise Conditional Random Forests for Automatic Shape Classification and Contour Quality Assessment in Radiotherapy Planning. - Chris McIntosh; Igor Svistoun; Thomas G. Purdie (IEEE Trans. Medical Imaging, 2013)

Automatic learning-based selection of beam angles in radiation therapy of lung cancer. - Guy Amit; Thomas G. Purdie; Alex Levinshtein; Andrew Hope; Patricia Lindsay; David A. Jaffray; Vladimir Pekar (ISBI, 2014)

A robust-CVaR optimization approach with application to breast cancer therapy. - Timothy C. Y. Chan; Houra Mahmoudzadeh; Thomas G. Purdie (Eur. J. Oper. Res., 2014)

Contextual Atlas Regression Forests: Multiple-Atlas-Based Automated Dose Prediction in Radiation Therapy. - Chris McIntosh; Thomas G. Purdie (IEEE Trans. Medical Imaging, 2016)

OpenKBP: The open-access knowledge-based planning grand challenge. - Aaron Babier; Binghao Zhang; Rafid Mahmood; Kevin L. Moore 002; Thomas G. Purdie; Andrea L. McNiven; Timothy C. Y. Chan (CoRR, 2020)

OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines. - Aaron Babier; Rafid Mahmood; Binghao Zhang; Victor Gabriel Leandro Alves; Ana Maria Barragán-Montero; Joel Beaudry; Carlos E. Cardenas S.; Yankui Chang; Zijie Chen; Jaehee Chun; Kelly Diaz; Harold David Eraso; et al. (CoRR, 2022)

Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance. - Aly Khalifa; Jeff Winter; Inmaculada Navarro; Chris McIntosh; Thomas G. Purdie (CoRR, 2022)

Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning. - Danielle A. Ripsman; Thomas G. Purdie; Timothy C. Y. Chan; Houra Mahmoudzadeh (INFORMS J. Comput., 2022)

Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications. - Sangwook Kim; Thomas G. Purdie; Chris McIntosh (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy. - Sangwook Kim; Aly Khalifa; Thomas G. Purdie; Chris McIntosh (CoRR, 2024)