Thomas G. Purdie - Publications, H-index & Citations

Thomas G. Purdie

university health network toronto

32H指数

200论文数

7.6K被引数

收录论文 107

发表时间

TREAT: A Unified Text-Guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning TREAT：一种统一的文本引导条件深度学习模型用于广义放射治疗计划制定

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V

IF0

2026-01-01

PREAI

Kim, Sangwook; Gao, Yuan; Purdie, Thomas G.; McIntosh, Chris

Multi-task learning for automated contouring and dose prediction in radiotherapy

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2025-02-18

PREAI

Kim, Sangwook; Khalifa, Aly; Purdie, Thomas G.; Mcintosh, Chris

Machine learning automated treatment planning for online magnetic resonance guided adaptive radiotherapy of prostate cancer 机器学习自动治疗计划在线磁共振引导前列腺癌自适应放疗

PHYSICS & IMAGING IN RADIATION ONCOLOGY

IF3.3

2024-10-01

OAAI

Khalifa, Aly; Winter, Jeff D.; Tadic, Tony; Purdie, Thomas G.; Mcintosh, Chris

A Prospective Study of Machine Learning- Assisted Radiation Therapy Planning for Patients Receiving 54 Gy to the Brain

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2024-08-01

OAAI

Tsang, Derek S.; Tsui, Grace; Santiago, Anna T.; Keller, Harald; Purdie, Thomas; Mcintosh, Chris; Bauman, Glenn; La Macchia, Nancy; Parent, Amy; Dama, Hitesh; Ahmed, Sameera; Laperriere, Normand; Millar, Barbara-Ann; Liu, Valerie; Hodgson, David C.

Operational Ontology for Oncology: A Framework for Improved Communication and Understanding in Cancer Care

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2023-11-01

PREAI

Hong, David S.; Caissie, Amanda; Hurkmans, Coen W.; Krauze, Andra, V; Kudner, Randi; Purdie, Thomas G.; Xiao, Ying

Operational Ontology for Oncology (O3): A Professional Society-Based, Multistakeholder, Consensus-Driven Informatics Standard Supporting Clinical and Research Use of Real- World Data From Patients Treated for Cancer

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2023-11-01

PREAI

Mayo, Charles S.; Feng, Mary U.; Brock, Kristy K.; Kudner, Randi; Balter, Peter; Buchsbaum, Jeffrey C.; Caissie, Amanda; Covington, Elizabeth; Daugherty, Emily C.; Dekker, Andre L.; Fuller, Clifton D.; Hallstrom, Anneka L.; Hong, David S.; Hong, Julian C.; Kamran, Sophia C.; Katsoulakis, Eva; Kildea, John; Krauze, Andra V.; Kruse, Jon J.; Mcnutt, Tod; Mierzwa, Michelle; Moreno, Amy; Palta, Jatinder R.; Popple, Richard; Purdie, Thomas G.; Richardson, Susan; Sharp, Gregory C.; Satomi, Shiraishi; Tarbox, Lawrence R.; Venkatesan, Aradhana M.; Witztum, Alon; Woods, Kelly E.; Yao, Yuan; Farahani, Keyvan; Aneja, Sanjay; Gabriel, Peter E.; Hadjiiski, Lubomire; Ruan, Dan; Siewerdsen, Jeffrey H.; Bratt, Steven; Casagni, Michelle; Chen, Su; Christodouleas, John C.; Didonato, Anthony; Hayman, James; Kapoor, Rishhab; Kravitz, Saul; Sebastian, Sharon; Von Siebenthal, Martin; Bosch, Walter; Hurkmans, Coen; Yom, Sue S.; Xiao, Ying

OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-09-12

OAAI

Babier, Aaron; Mahmood, Rafid; Zhang, Binghao; Alves, Victor G. L.; Barragan-Montero, Ana Maria; Beaudry, Joel; Cardenas, Carlos E.; Chang, Yankui; Chen, Zijie; Chun, Jaehee; Diaz, Kelly; Eraso, Harold David; Faustmann, Erik; Gaj, Sibaji; Gay, Skylar; Gronberg, Mary; Guo, Bingqi; He, Junjun; Heilemann, Gerd; Hira, Sanchit; Huang, Yuliang; Ji, Fuxin; Jiang, Dashan; Giraldo, Jean Carlo Jimenez; Lee, Hoyeon; Lian, Jun; Liu, Shuolin; Liu, Keng-Chi; Marrugo, Jose; Miki, Kentaro; Nakamura, Kunio; Netherton, Tucker; Dan Nguyen; Nourzadeh, Hamidreza; Osman, Alexander F., I; Peng, Zhao; Quinto Munoz, Jose Dario; Ramsl, Christian; Rhee, Dong Joo; Rodriguez, Juan David; Shan, Hongming; Siebers, Jeffrey, V; Soomro, Mumtaz H.; Sun, Kay; Usuga Hoyos, Andres; Valderrama, Carlos; Verbeek, Rob; Wang, Enpei; Willems, Siri; Wu, Qi; Xu, Xuanang; Yang, Sen; Yuan, Lulin; Zhu, Simeng; Zimmermann, Lukas; Moore, Kevin L.; Purdie, Thomas G.; McNiven, Andrea L.; Chan, Timothy C. Y.

Domain adaptation of automated treatment planning from computed tomography to magnetic resonance

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-06-10

OAAI

Khalifa, Aly; Winter, Jeff; Navarro, Inmaculada; McIntosh, Chris; Purdie, Thomas G.

SuPART: supervised projective adapted resonance theory for automatic quality assurance approval of radiotherapy treatment plans

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-03-09

PREAI

Kamran, Hootan; Aleman, Dionne M.; McIntosh, Chris; Purdie, Thomas G.

Deep Brain Stimulators and Radiation Therapy in Cancer Patients

CLINICAL ONCOLOGY

IF3

2022-03-01

PREAI

Mushonga, M.; Kwan, J. Y. Y.; Purdie, T. G.; Chaulk, G.; DeRocchis, J.; Munhoz, R. P.; Leong, W. L.; Hodaie, M.; Liu, F. -F.

Understanding machine learning classifier decisions in automated radiotherapy quality assurance 了解自动放射治疗质量保证中的机器学习分类器决策

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-01-17

PREAI

Chen, Yunsheng; Aleman, Dionne M.; Purdie, Thomas G.; McIntosh, Chris

A pilot study of machine-learning based automated planning for primary brain tumours

RADIATION ONCOLOGY

IF3.2

2022-01-06

OAAI

Tsang, Derek S.; Tsui, Grace; McIntosh, Chris; Purdie, Thomas; Bauman, Glenn; Dama, Hitesh; Laperriere, Normand; Millar, Barbara-Ann; Shultz, David B.; Ahmed, Sameera; Khandwala, Mohammad; Hodgson, David C.

Performance stability evaluation of atlas-based machine learning radiation therapy treatment planning in prostate cancer

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2021-06-22

OAAI

Conroy, Leigh; Khalifa, Aly; Berlin, Alejandro; McIntosh, Chris; Purdie, Thomas G.

OpenKBP: The open-access knowledge-based planning grand challenge and dataset

MEDICAL PHYSICS

IF3.2

2021-06-22

OAAI

Babier, Aaron; Zhang, Binghao; Mahmood, Rafid; Moore, Kevin L.; Purdie, Thomas G.; McNiven, Andrea L.; Chan, Timothy C. Y.

Clinical integration of machine learning for curative-intent radiation treatment of patients with prostate cancer 机器学习在前列腺癌患者根治性放射治疗中的临床整合

NATURE MEDICINE

IF50

2021-06-03

108

PREAI

McIntosh, Chris; Conroy, Leigh; Tjong, Michael C.; Craig, Tim; Bayley, Andrew; Catton, Charles; Gospodarowicz, Mary; Helou, Joelle; Isfahanian, Naghmeh; Kong, Vickie; Lam, Tony; Raman, Srinivas; Warde, Padraig; Chung, Peter; Berlin, Alejandro; Purdie, Thomas G.

Recent Developments in the Prediction of Clinical Outcomes Data in Radiation Oncology

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2020-11-01

PREAI

Toma-Dasu, Iuliana; Moiseenko, Vitali; Purdie, Thomas G.; Carlson, David J.

An Innovative Learning Tool for Radiation Therapy Treatment Plan Evaluation: Implementation and Evaluation

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2020-07-01

PREAI

Winter, Jeff D.; Adleman, Jenna; Purdie, Thomas G.; Heaton, Jacqueline; McNiven, Andrea; Croke, Jennifer

External validation and transfer learning of convolutional neural networks for computed tomography dental artifact classification

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2020-02-05

OAAI

Welch, Mattea L.; McIntosh, Chris; Traverso, Alberto; Wee, Leonard; Purdie, Tom G.; Dekker, Andre; Haibe-Kains, Benjamin; Jaffray, David A.

Automatic classification of dental artifact status for efficient image veracity checks: effects of image resolution and convolutional neural network depth

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2020-01-10

OAAI

Welch, Mattea L.; McIntosh, Chris; Purdie, Tom G.; Wee, Leonard; Traverso, Alberto; Dekker, Andre; Haibe-Kains, Benjamin; Jaffray, David A.

Vulnerabilities of radiomic signature development: The need for safeguards

RADIOTHERAPY AND ONCOLOGY

IF5.3

2019-01-01

233

OAAI

Welch, Mattea L.; McIntosh, Chris; Haibe-Kains, Benjamin; Milosevic, Michael F.; Wee, Leonard; Dekker, Andre; Huang, Shao Hui; Purdie, Thomas G.; O'Sullivan, Brian; Aerts, Hugo J. W. L.; Jaffray, David A.

研究方向