| 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 | 127 | 2020 |
| 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 | 127 | 2018 |
| 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 | 100 | 2020 |
| Knowledge‐based automated planning for oropharyngeal cancer A Babier, JJ Boutilier, AL McNiven, TCY Chan Medical physics 45 (7), 2875-2883, 2018 | 81 | 2018 |
| 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 | 76 | 2021 |
| 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 | 62 | 2018 |
| 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 | 38* | 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 | 27 | 2020 |
| 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 | 19 | 2022 |
| 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 | 17 | 2020 |
| Learning to Optimize Contextually Constrained Problems for Real-Time Decision Generation A Babier, TCY Chan, A Diamant, R Mahmood Management Science, 2024 | 6* | 2024 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| Knowledge-Based Automated Planning for Oropharyngeal Cancer A Babier University of Toronto (Canada), 2017 | 1 | 2017 |
| Knowledge‐based planning for Gamma Knife B Zhang, A Babier, M Ruschin, TCY Chan Medical Physics 51 (5), 3207-3219, 2024 | | 2024 |
| 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 |
Timothy ChanUniversity of Toronto在 mie.utoronto.ca 的电子邮件经过验证
