Thomas G Purdie

Thomas G Purdie

University of Toronto

H-index: 32

North America-Canada

About Thomas G Purdie

Thomas G Purdie, With an exceptional h-index of 32 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Medical physics, Machine learning, radiation oncology, quality assurance.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

Operational Ontology for Oncology (O3): A professional society-based, multistakeholder, consensus-driven informatics standard supporting clinical and research use of real-world …

Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications

Operational Ontology for Radiation Oncology (OORO): A Professional Society-Based, Multi-Stakeholder Consensus Driven Informatics Standard Supporting Clinical and Research Use …

9 Machine Learning Plan Adaptation Improves Quality of Ultra-Hypofractionated Adaptive Radiation Therapy for Prostate Cancer On a 1.5 T MR-Linear Accelerator

Method and system for automated quality assurance in radiation therapy

Machine Learning Radiotherapy Automated Planning: Transition to an Ultra-hypofractionated Prostate Model

Thomas G Purdie Information

University

Position

Medical Physicist Princess Margaret Cancer Centre |

Citations(all)

7549

Citations(since 2020)

3509

Cited By

5380

hIndex(all)

32

hIndex(since 2020)

25

i10Index(all)

57

i10Index(since 2020)

42

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Thomas G Purdie Skills & Research Interests

Medical physics

Machine learning

radiation oncology

quality assurance

Top articles of Thomas G Purdie

Title

Journal

Author(s)

Publication Date

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

International Journal of Radiation Oncology* Biology* Physics

Derek S Tsang

Grace Tsui

Anna T Santiago

Harald Keller

Thomas Purdie

...

2024/3/1

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

International Journal of Radiation Oncology, Biology, Physics

David S Hong

Amanda Caissie

Coen W Hurkmans

Andra V Krauze

Randi Kudner

...

2023/11/1

Operational Ontology for Oncology (O3): A professional society-based, multistakeholder, consensus-driven informatics standard supporting clinical and research use of real-world …

International Journal of Radiation Oncology* Biology* Physics

Charles S Mayo

Mary U Feng

Kristy K Brock

Randi Kudner

Peter Balter

...

2023/11/1

Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications

Sangwook Kim

Thomas G Purdie

Chris McIntosh

2023/10/8

Operational Ontology for Radiation Oncology (OORO): A Professional Society-Based, Multi-Stakeholder Consensus Driven Informatics Standard Supporting Clinical and Research Use …

International Journal of Radiation Oncology, Biology, Physics

Charles Mayo

M Feng

KK Brock

RF Kudner

P Balter

...

2023/10/1

9 Machine Learning Plan Adaptation Improves Quality of Ultra-Hypofractionated Adaptive Radiation Therapy for Prostate Cancer On a 1.5 T MR-Linear Accelerator

Radiotherapy and Oncology

Aly Khalifa

Jeff Winter

Tony Tadic

Chris McIntosh

Thomas G Purdie

2023/9/1

Method and system for automated quality assurance in radiation therapy

2023/8/22

Machine Learning Radiotherapy Automated Planning: Transition to an Ultra-hypofractionated Prostate Model

Journal of Medical Imaging and Radiation Sciences

Vanessa Wan

Emily Ramchand

Aly Khalifa

Leigh Conroy

Chris McIntosh

...

2023/4/1

Canadian Cancer Trials Group HE. 1: A phase III study of palliative radiotherapy for symptomatic hepatocellular carcinoma and liver metastases.

Laura A Dawson

Alysa M Fairchild

Kristopher Dennis

Aamer Mahmud

Teri Lynn Stuckless

...

2023/2/1

Clinical Application of AI for Radiation Therapy Treatment Planning

Leigh Conroy

Thomas G Purdie

2023

Early Institutional Experience of Ultra-Hypofractionated Breast Radiotherapy in a Large Academic Cancer Center

International Journal of Radiation Oncology, Biology, Physics

H Othman

A Koch

TG Purdie

M Chan

T Tadic

...

2022/11/1

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

Physics in Medicine & Biology

Aaron Babier

Rafid Mahmood

Binghao Zhang

Victor GL Alves

Ana Maria Barragán-Montero

...

2022/9/12

27: Early Institutional Experience of Ultra-Hypofractionated Breast Radiotherapy in a Large Academic Cancer Centre

Radiotherapy and Oncology

Hiba Othman

Aisling Barry

Anthony Fyles

Danielle Rodin

Ezra Hahn

...

2022/9/1

Robust direct aperture optimization for radiation therapy treatment planning

INFORMS Journal on Computing

Danielle A Ripsman

Thomas G Purdie

Timothy CY Chan

Houra Mahmoudzadeh

2022/7

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

Physics in Medicine & Biology

Aly Khalifa

Jeff Winter

Inmaculada Navarro

Chris McIntosh

Thomas G Purdie

2022/6/10

PO-1256 Multi-domain automated lung segmentation for inflammatory lung disease (ILD) detection

Radiotherapy and Oncology

A Hope

C McIntosh

M Welch

S Kandel

T Purdie

...

2022/5/1

PD-0894 atlas-based treatment planning models for magnetic resonance guided therapy

Radiotherapy and Oncology

A Khalifa

J Winter

I Navarro

C McIntosh

TG Purdie

2022/5/1

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

Physics in Medicine & Biology

Hootan Kamran

Dionne M Aleman

Chris McIntosh

Thomas G Purdie

2022/3/9

Deep Brain Stimulators and Radiation Therapy in Cancer Patients

Clinical Oncology

M Mushonga

JYY Kwan

TG Purdie

G Chaulk

J DeRocchis

...

2022/3/1

Understanding machine learning classifier decisions in automated radiotherapy quality assurance

Physics in Medicine & Biology

Yunsheng Chen

Dionne M Aleman

Thomas G Purdie

Chris McIntosh

2022/1/17

See List of Professors in Thomas G Purdie University(University of Toronto)

Co-Authors

H-index: 75
Fei-Fei Liu

Fei-Fei Liu

University of Toronto

H-index: 49
Michael Sharpe

Michael Sharpe

University of Toronto

H-index: 35
Timothy Chan

Timothy Chan

University of Toronto

H-index: 33
Jean-Pierre Bissonnette

Jean-Pierre Bissonnette

University of Toronto

H-index: 16
Andrea McNiven

Andrea McNiven

University of Toronto

H-index: 10
Mattea L. Welch

Mattea L. Welch

University of Toronto

academic-engine