| The future of MRI in radiation therapy: Challenges and opportunities for the MR community RJ Goodburn, MEP Philippens, TL Lefebvre, A Khalifa, T Bruijnen, ... Magnetic resonance in medicine 88 (6), 2592-2608, 2022 | 48 | 2022 |
| Artificial intelligence for radiation treatment planning: Bridging gaps from retrospective promise to clinical reality L Conroy, J Winter, A Khalifa, G Tsui, A Berlin, TG Purdie Clinical Oncology 37, 103630, 2025 | 12 | 2025 |
| Performance stability evaluation of atlas-based machine learning radiation therapy treatment planning in prostate cancer L Conroy, A Khalifa, A Berlin, C McIntosh, TG Purdie Physics in Medicine & Biology 66 (13), 134001, 2021 | 7 | 2021 |
| Machine learning automated treatment planning for online magnetic resonance guided adaptive radiotherapy of prostate cancer A Khalifa, JD Winter, T Tadic, TG Purdie, C McIntosh Physics and Imaging in Radiation Oncology 32, 100649, 2024 | 6 | 2024 |
| Domain adaptation of automated treatment planning from computed tomography to magnetic resonance A Khalifa, J Winter, I Navarro, C McIntosh, TG Purdie Physics in Medicine & Biology 67 (12), 125010, 2022 | 3 | 2022 |
| Multi-task learning for automated contouring and dose prediction in radiotherapy S Kim, A Khalifa, TG Purdie, C McIntosh Physics in Medicine & Biology 70 (5), 055007, 2025 | 2 | 2025 |
| Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy S Kim, A Khalifa, TG Purdie, C McIntosh arXiv preprint arXiv:2411.18767, 2024 | 2 | 2024 |
| Does Machine Learning Deliver? Advancing Applications of Automated Treatment Planning in Radiation Therapy AS Khalifa University of Toronto (Canada), 2025 | | 2025 |
| Feasibility of Prostate Radiation Therapy Planning on Deep Learning Enhanced Diagnostic CT Imaging A Khalifa, S Kim, J Roh, Y Jun, C Wong, MVN Barcelona, JD Winter, ... AAPM 66th Annual Meeting & Exhibition, 2024 | | 2024 |
| 9 Machine Learning Plan Adaptation Improves Quality of Ultra-Hypofractionated Adaptive Radiation Therapy for Prostate Cancer On a 1.5 T MR-Linear Accelerator A Khalifa, J Winter, T Tadic, C McIntosh, TG Purdie Radiotherapy and Oncology 186, S7, 2023 | | 2023 |
| Dose Accumulation in Automated Machine Learning Treatment Plan Adaptation for Ultra-Hypofractionated Prostate Adaptive Radiation Therapy Using Magnetic Resonance Image Guidance A Khalifa, JD Winter, T Tadic, C McIntosh, TG Purdie AAPM 65th Annual Meeting & Exhibition, 2023 | | 2023 |
| Machine Learning Radiotherapy Automated Planning: Transition to an Ultra-hypofractionated Prostate Model V Wan, E Ramchand, A Khalifa, L Conroy, C McIntosh, TG Purdie, G Tsui, ... Journal of Medical Imaging and Radiation Sciences 54 (1), 10, 2023 | | 2023 |
| Validation of a daily adaptive radiation therapy pipeline incorporating machine learning automated treatment planning on CBCT with dose accumulation A Khalifa, M Golshan, I Navarro, J Xie, C McIntosh, TG Purdie, V Malkov, ... Medical Physics 49 (8), 5638, 2022 | | 2022 |
| Daily Adaptive Replanning with Dose Accumulation for Prostate Ultra-Hypofractionated Radiotherapy Using Machine Learning Automated Planning On CBCT M Golshan, A Khalifa, J Winter, J Xie, C McIntosh, T Purdie, V Malkov, ... MEDICAL PHYSICS 49 (6), E465-E466, 2022 | | 2022 |
| Validation of CBCT-Based Machine-Learning Automated Planning for Adaptive Prostate Radiation Therapy A Khalifa, M Golshan, I Navarro, V Malkov, C McIntosh, T Purdie, T Tadic, ... MEDICAL PHYSICS 49 (6), E246-E246, 2022 | | 2022 |
| PD-0894 atlas-based treatment planning models for magnetic resonance guided therapy A Khalifa, J Winter, I Navarro, C McIntosh, TG Purdie Radiotherapy and Oncology 170, S786-S787, 2022 | | 2022 |
| A Comparison of Brain Iron Accumulation Patterns Between Subtypes of Multiple Sclerosis A Khalifa, MD Noseworthy | | |
