Publications by authors named "Aaron Babier"

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Knowledge-based planning for Gamma Knife.
Binghao Zhang, Aaron Babier, Mark Ruschin, Timothy C Y Chan

Med Phys· May 2024

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3D dose prediction for Gamma Knife radiosurgery using deep learning and data modification.
Binghao Zhang, Aaron Babier, Timothy C Y Chan, Mark Ruschin

Phys Med· February 2023

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OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines.
Aaron Babier, Rafid Mahmood, Binghao Zhang, Victor G L Alves, Ana Maria Barragán-Montero

Phys Med Biol· September 2022

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OpenKBP: The open-access knowledge-based planning grand challenge and dataset.
Aaron Babier, Binghao Zhang, Rafid Mahmood, Kevin L Moore, Thomas G Purdie

Med Phys· September 2021

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AutoAudio: Deep Learning for Automatic Audiogram Interpretation.
Matthew G Crowson, Jong Wook Lee, Amr Hamour, Rafid Mahmood, Aaron Babier

J Med Syst· August 2020

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The importance of evaluating the complete automated knowledge-based planning pipeline.
Aaron Babier, Rafid Mahmood, Andrea L McNiven, Adam Diamant, Timothy C Y Chan

Phys Med· April 2020

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Knowledge-based automated planning with three-dimensional generative adversarial networks.
Aaron Babier, Rafid Mahmood, Andrea L McNiven, Adam Diamant, Timothy C Y Chan

Med Phys· February 2020

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A contemporary review of machine learning in otolaryngology-head and neck surgery.
Matthew G Crowson, Jonathan Ranisau, Antoine Eskander, Aaron Babier, Bin Xu

Laryngoscope· January 2020

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Knowledge-based automated planning for oropharyngeal cancer.
Aaron Babier, Justin J Boutilier, Andrea L McNiven, Timothy C Y Chan

Med Phys· July 2018

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Inverse optimization of objective function weights for treatment planning using clinical dose-volume histograms.
Aaron Babier, Justin J Boutilier, Michael B Sharpe, Andrea L McNiven, Timothy C Y Chan

Phys Med Biol· May 2018

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