Thomas G. Purdie

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Treat: A Unified Text-Guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning.
MICCAI (5)
Sangwook Kim, Yuan Gao, Thomas G. Purdie, Chris McIntosh
2024 J jnl
Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy.
CoRR
Sangwook Kim, Aly Khalifa, Thomas G. Purdie, Chris McIntosh
2023 J jnl
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications.
CoRR
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
2023 — conf
Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
2022 J jnl
Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance.
CoRR
Aly Khalifa, Jeff Winter, Inmaculada Navarro, Chris McIntosh, Thomas G. Purdie
2022 J jnl
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.
CoRR
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, Erik Faustmann, Sibaji Gaj, Skylar S. Gay, Mary Gronberg, Bingqi Guo, Junjun He, Gerd Heilemann, Sanchit Hira, Yuliang Huang, Fuxin Ji, Dashan Jiang, Jean Carlo Jimenez Giraldo, Hoyeon Lee, Jun Lian, Shuolin Liu, Keng-Chi Liu, José Marrugo, Kentaro Miki, Kunio Nakamura, Tucker J. Netherton, Dan Nguyen, Hamidreza Nourzadeh, Alexander F. I. Osman, Zhao Peng, José Darío Quinto Muñoz, Christian Ramsl, Dong Joo Rhee, Juan David Rodriguez, Hongming Shan, Jeffrey V. Siebers, Mumtaz Hussain Soomro, Kay Sun, Andrés Usuga Hoyos, Carlos Valderrama, Rob Verbeek, Enpei Wang, Siri Willems, Qi Wu, Xuanang Xu, Sen Yang, Lulin Yuan, Simeng Zhu, Lukas Zimmermann, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan
2022 J jnl
Robust Direct Aperture Optimization for Radiation Therapy Treatment Planning.
INFORMS J. Comput.
Danielle A. Ripsman, Thomas G. Purdie, Timothy C. Y. Chan, Houra Mahmoudzadeh
2020 J jnl
OpenKBP: The open-access knowledge-based planning grand challenge.
CoRR
Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan
2016 J jnl
Contextual Atlas Regression Forests: Multiple-Atlas-Based Automated Dose Prediction in Radiation Therapy.
IEEE Trans. Medical Imaging
Chris McIntosh, Thomas G. Purdie
2014 J jnl
A robust-CVaR optimization approach with application to breast cancer therapy.
Eur. J. Oper. Res.
Timothy C. Y. Chan, Houra Mahmoudzadeh, Thomas G. Purdie
2014 — conf
Automatic learning-based selection of beam angles in radiation therapy of lung cancer.
ISBI
Guy Amit, Thomas G. Purdie, Alex Levinshtein, Andrew Hope, Patricia Lindsay, David A. Jaffray, Vladimir Pekar
2013 J jnl
Groupwise Conditional Random Forests for Automatic Shape Classification and Contour Quality Assessment in Radiotherapy Planning.
IEEE Trans. Medical Imaging
Chris McIntosh, Igor Svistoun, Thomas G. Purdie