Aaron Babier
Aaron Babier
Verified email at mie.utoronto.ca - Homepage
Title
Cited by
Cited by
Year
Automated treatment planning in radiation therapy using generative adversarial networks
R Mahmood, A Babier, A McNiven, A Diamant, TCY Chan
Proceedings of Machine Learning Research 85 (Machine Learning for Healthcare …, 2018
502018
Knowledge‐based automated planning for oropharyngeal cancer
A Babier, JJ Boutilier, AL McNiven, TCY Chan
Medical physics 45 (7), 2875-2883, 2018
392018
Knowledge‐based automated planning with three‐dimensional generative adversarial networks
A Babier, R Mahmood, AL McNiven, A Diamant, TCY Chan
Medical physics 47 (2), 297-306, 2020
372020
Inverse optimization of objective function weights for treatment planning using clinical dose-volume histograms
A Babier, JJ Boutilier, MB Sharpe, AL McNiven, TCY Chan
Physics in Medicine & Biology 63 (10), 105004, 2018
282018
A contemporary review of machine learning in otolaryngology–head and neck surgery
MG Crowson, J Ranisau, A Eskander, A Babier, B Xu, RR Kahmke, ...
The Laryngoscope 130 (1), 45-51, 2020
252020
An ensemble learning framework for model fitting and evaluation in inverse linear optimization
A Babier, TCY Chan, T Lee, R Mahmood, D Terekhov
Informs Journal on Optimization 3 (2), 119-138, 2021
16*2021
The importance of evaluating the complete automated knowledge-based planning pipeline
A Babier, R Mahmood, AL McNiven, A Diamant, TCY Chan
Physica Medica 72, 73-79, 2020
62020
OpenKBP: The open-access knowledge-based planning grand challenge
A Babier, B Zhang, R Mahmood, KL Moore, TG Purdie, AL McNiven, ...
arXiv preprint arXiv:2011.14076, 2020
52020
Learning to optimize with hidden constraints
A Babier, TCY Chan, A Diamant, R Mahmood
arXiv preprint arXiv:1805.09293, 2018
2*2018
AutoAudio: Deep Learning for Automatic Audiogram Interpretation
MG Crowson, JW Lee, A Hamour, R Mahmood, A Babier, V Lin, DL Tucci, ...
Journal of Medical Systems 44, 163, 2020
12020
An Optimization Method for Knowledge-Based Automated Planning That Leverages Ensemble Dose Predictions
A Babier, R Mahmood, A McNiven, TCY Chan
MEDICAL PHYSICS 46 (6), E368-E368, 2019
2019
Comparing Deep Learning Architectures for Knowledge-Based Automated Planning
A Babier, R Mahmood, A Diamant, A McNiven, TCY Chan
MEDICAL PHYSICS 46 (6), E368-E369, 2019
2019
A Robust Approach to Dose Mimicking
A Babier, M McGrail, AL McNiven, TCY Chan
MEDICAL PHYSICS 45 (6), E373-E373, 2018
2018
Inverse Optimization as a Tool for Advanced Dose Mimicking
A Babier, AL McNiven, TCY Chan
MEDICAL PHYSICS 45 (6), E357-E357, 2018
2018
Knowledge-Based Automated Planning for Oropharyngeal Cancer: TH-CD-205-05
A Babier, J Boutilier, A McNiven, T Chan
Medical Physics 44 (6), 2017
2017
Reverse Engineering Fluence Maps From Dose Volume Histograms Using Inverse Optimization and Inverse Planning: MO-F-CAMPUS-TT-04
A Babier, J Boutilier, A McNiven, T Chan
Medical Physics 44 (6), 2017
2017
Knowledge-Based Automated Planning for Oropharyngeal Cancer
A Babier
University of Toronto (Canada), 2017
2017
Comparing Sample Size Requirements for Knowledge‐Based Treatment Planning
JJ Boutilier, A Babier, T Craig, AL McNiven, MB Sharpe, TCY Chan
Medical Physics 43 (6), 3724-3724, 2016
2016
A Simulation Study to Investigate Maximum Allowable Deformations of Implant Geometry Before Plan Objectives Are Violated in Prostate HDR Brachytherapy
A Babier, C Joshi
Medical Physics 43 (6), 3651-3652, 2016
2016
OpenKBP: The open‐access knowledge‐based planning grand challenge and dataset
A Babier, B Zhang, R Mahmood, KL Moore, TG Purdie, AL McNiven, ...
Medical Physics, 0
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Articles 1–20