Aaron Babier

Aaron Babier

University of Toronto

H-index: 10

North America-Canada

About Aaron Babier

Aaron Babier, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Computer Vision, Machine Learning, Generative Models, Optimization, Medical Physics.

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

Knowledge‐based planning for Gamma Knife

3D dose prediction for Gamma Knife radiosurgery using deep learning and data modification

Advising Student-Driven Analytics Projects: A Summary of Experiences and Lessons Learned

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

Advances in knowledge-based planning for radiotherapy with an open framework

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

An ensemble learning framework for model fitting and evaluation in inverse linear optimization

AutoAudio: Deep Learning for Automatic Audiogram Interpretation

Aaron Babier Information

University

Position

___

Citations(all)

585

Citations(since 2020)

566

Cited By

175

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Aaron Babier Skills & Research Interests

Computer Vision

Machine Learning

Generative Models

Optimization

Medical Physics

Top articles of Aaron Babier

Knowledge‐based planning for Gamma Knife

Medical Physics

2024/4/10

Aaron Babier
Aaron Babier

H-Index: 6

Mark Ruschin
Mark Ruschin

H-Index: 17

3D dose prediction for Gamma Knife radiosurgery using deep learning and data modification

Physica Medica

2023/2/1

Aaron Babier
Aaron Babier

H-Index: 6

Mark Ruschin
Mark Ruschin

H-Index: 17

Advising Student-Driven Analytics Projects: A Summary of Experiences and Lessons Learned

INFORMS Transactions on Education

2023/1

Advances in knowledge-based planning for radiotherapy with an open framework

2022

Aaron Babier
Aaron Babier

H-Index: 6

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

Medical Physics

2021/9

An ensemble learning framework for model fitting and evaluation in inverse linear optimization

Informs Journal on Optimization

2021/1

AutoAudio: Deep Learning for Automatic Audiogram Interpretation

Journal of Medical Systems

2020/8/7

The importance of evaluating the complete automated knowledge-based planning pipeline

Physica Medica

2020/4/1

Aaron Babier
Aaron Babier

H-Index: 6

Rafid Mahmood
Rafid Mahmood

H-Index: 1

Knowledge‐based automated planning with three‐dimensional generative adversarial networks

Medical Physics

2020/2

Aaron Babier
Aaron Babier

H-Index: 6

Rafid Mahmood
Rafid Mahmood

H-Index: 1

A contemporary review of machine learning in otolaryngology–head and neck surgery

2020/1

See List of Professors in Aaron Babier University(University of Toronto)

Co-Authors

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