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Aaron Babier
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Title
Cited by
Cited by
Year
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
1212020
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
1212018
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
892020
Knowledge‐based automated planning for oropharyngeal cancer
A Babier, JJ Boutilier, AL McNiven, TCY Chan
Medical physics 45 (7), 2875-2883, 2018
782018
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, 2021
682021
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
592018
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
34*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
252020
OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines
A Babier, R Mahmood, B Zhang, VGL Alves, AM Barragán-Montero, ...
Physics in Medicine & Biology 67 (18), 185012, 2022
172022
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
142020
Learning to optimize contextually constrained problems for real-time decision-generation
A Babier, TCY Chan, A Diamant, R Mahmood
arXiv preprint arXiv:1805.09293, 2018
6*2018
Advising Student-Driven Analytics Projects: A Summary of Experiences and Lessons Learned
A Babier, C Fernandes, IY Zhu
INFORMS Transactions on Education 23 (2), 121-135, 2023
22023
3D dose prediction for Gamma Knife radiosurgery using deep learning and data modification
B Zhang, A Babier, TCY Chan, M Ruschin
Physica Medica 106, 102533, 2023
12023
Knowledge-Based Automated Planning for Oropharyngeal Cancer
A Babier
University of Toronto (Canada), 2017
12017
Generating Gamma Knife Treatment Plans Using Knowledge-Based Planning with Inverse Optimization
B Zhang, A Babier, M Ruschin, T Chan
AAPM 65th Annual Meeting & Exhibition, 2023
2023
Advances in knowledge-based planning for radiotherapy with an open framework
A Babier
University of Toronto (Canada), 2022
2022
An International Validation of Knowledge-Based Planning
A Babier, B Zhang, R Mahmood, VGL Alves, AB Montero, J Beaudry, ...
Medical Physics 48 (6), 2021
2021
Three-Dimensional Dose Prediction Methodology for Gamma Knife
B Zhang, A Babier, T Chan, M Ruschin
MEDICAL PHYSICS 48 (6), 2021
2021
Predicting Treatment Plans with Reinforcement Learning
A Babier, A McNiven, TCY Chan
MEDICAL PHYSICS 47 (6), E333-E333, 2020
2020
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
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