A deep learning framework for automatic detection of arbitrarily shaped fiducial markers in intrafraction fluoroscopic images A Mylonas, PJ Keall, JT Booth, CC Shieh, T Eade, PR Poulsen, ... Medical physics 46 (5), 2286-2297, 2019 | 26 | 2019 |
A review of artificial intelligence applications for motion tracking in radiotherapy A Mylonas, J Booth, DT Nguyen Journal of Medical Imaging and Radiation Oncology 65 (5), 596-611, 2021 | 16 | 2021 |
Realistic CT data augmentation for accurate deep‐learning based segmentation of head and neck tumors in kV images acquired during radiation therapy M Gardner, YB Bouchta, A Mylonas, M Mueller, C Cheng, P Chlap, ... Medical Physics 50 (7), 4206-4219, 2023 | 5 | 2023 |
Deep learning enables MV-based real-time image guided radiation therapy for prostate cancer patients D Chrystall, A Mylonas, E Hewson, J Martin, P Keall, J Booth, DT Nguyen Physics in Medicine & Biology 68 (9), 095016, 2023 | 5 | 2023 |
Method and system for guided radiation therapy DT Nguyen, P Keall, A Mylonas US Patent App. 16/978,847, 2021 | 3 | 2021 |
Evaluation of deep learning based implanted fiducial markers tracking in pancreatic cancer patients AM Ahmed, M Gargett, L Madden, A Mylonas, D Chrystall, R Brown, ... Biomedical Physics & Engineering Express 9 (3), 035008, 2023 | 2 | 2023 |
Towards real-time markerless prostate IGRT during VMAT treatment A Mylonas, M Mueller, P Keall, J Booth, D Nguyen MEDICAL PHYSICS 48 (6), 2021 | 1 | 2021 |
CBCT-DRRs superior to CT-DRRs for target-tracking applications for pancreatic SBRT L Madden, A Ahmed, M Stewart, D Chrystall, A Mylonas, R Brown, ... Biomedical Physics & Engineering Express 10 (3), 035039, 2024 | | 2024 |
Evaluation of Deep Learning-Based Algorithms for Tracking of Implanted Fiducial Markers in Pancreatic Cancer Patients A Ahmed, A Mylonas, M Gargett, L Madden, D Chrystall, R Brown, ... MEDICAL PHYSICS 49 (6), E744-E745, 2022 | | 2022 |
A Deep Learning Fiducial Marker Detection Algorithm for Beam's-Eye-View Marker Tracking for Liver Cancer Patients D Chrystall, E Hewson, C Sengupta, A Mylonas, T Wang, R O'Brien, Y Lee, ... MEDICAL PHYSICS 49 (6), E333-E333, 2022 | | 2022 |
PO-1698 Evaluation of deep learning based fiducial markers segmentation in pancreatic cancer patients AM Ahmed, A Mylonas, M Gargett, D Chrystall, A Briggs, DT Nguyen, ... Radiotherapy and Oncology 170, S1498, 2022 | | 2022 |
Deep-learning method for segmenting head and neck tumours in kv images acquired during radiotherapy M Gardner, A Mylonas, M Mueller, Y Ben Bouchta, JR Sykes, P Keall, ... | | 2022 |
Simultaneous Segmentation of Target and Organ at Risk in Thoracic Kilovoltage Images M Mueller, A Mylonas, P Keall, J Booth, D Nguyen MEDICAL PHYSICS 48 (6), 2021 | | 2021 |
Automatic segmentation of head and neck tumors during treatment: Can we remove the mask yet? M Gardner, M Mueller, Y Ben Bouchta, P Keall, A Mylonas, D Nguyen, ... | | 2021 |
Beams-Eye-View Tracking of Prostate Fiducial Markers During VMAT Treatments A Mylonas, E Hewson, P Keall, J Booth, D Nguyen MEDICAL PHYSICS 47 (6), E411-E411, 2020 | | 2020 |
Development of An Automatic Deep Learning Framework for the Detection of Fiducial Markers in Intrafraction Kilovoltage Images A Mylonas, PJ Keall, JT Booth, T Eade, DT Nguyen MEDICAL PHYSICS 45 (6), E162-E162, 2018 | | 2018 |