Ana M. Barragán Montero
Ana M. Barragán Montero
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Three‐dimensional dose prediction for lung IMRT patients with deep neural networks: robust learning from heterogeneous beam configurations
AM Barragán‐Montero, D Nguyen, W Lu, MH Lin, R Norouzi‐Kandalan, ...
Medical physics 46 (8), 3679-3691, 2019
482019
Feasibility of online IMPT adaptation using fast, automatic and robust dose restoration
K Bernatowicz, X Geets, A Barragan, G Janssens, K Souris, E Sterpin
Physics in Medicine & Biology 63 (8), 085018, 2018
262018
Patient-specific bolus for range shifter air gap reduction in intensity-modulated proton therapy of head-and-neck cancer studied with Monte Carlo based plan optimization
S Michiels, AM Barragán, K Souris, K Poels, W Crijns, JA Lee, E Sterpin, ...
Radiotherapy and Oncology 128 (1), 161-166, 2018
162018
Validation and application of a fast Monte Carlo algorithm for assessing the clinical impact of approximations in analytical dose calculations for pencil beam scanning proton …
S Huang, K Souris, S Li, M Kang, AM Barragan Montero, G Janssens, ...
Medical physics 45 (12), 5631-5642, 2018
152018
Performance of a hybrid Monte Carlo‐Pencil Beam dose algorithm for proton therapy inverse planning
AM Barragán Montero, K Souris, D Sanchez‐Parcerisa, E Sterpin, JA Lee
Medical physics 45 (2), 846-862, 2018
132018
Feasibility and robustness of dose painting by numbers in proton therapy with contour‐driven plan optimization
AM Barragán, S Differding, G Janssens, JA Lee, E Sterpin
Medical physics 42 (4), 2006-2017, 2015
132015
Towards fast and robust 4D optimization for moving tumors with scanned proton therapy
G Buti, K Souris, AMB Montero, JA Lee, E Sterpin
Medical physics 46 (12), 5434-5443, 2019
92019
Dosimetric evaluation of synthetic CT generated with GANs for MRI‐only proton therapy treatment planning of brain tumors
S Kazemifar, AM Barragán Montero, K Souris, ST Rivas, R Timmerman, ...
Journal of applied clinical medical physics 21 (5), 76-86, 2020
82020
Monte Carlo methods to comprehensively evaluate the robustness of 4D treatments in proton therapy
K Souris, A Barragan Montero, G Janssens, D Di Perri, E Sterpin, JA Lee
Medical physics 46 (10), 4676-4684, 2019
82019
Improving proton dose calculation accuracy by using deep learning
C Wu, D Nguyen, Y Xing, AB Montero, J Schuemann, H Shang, Y Pu, ...
Machine Learning: Science and Technology 2 (1), 015017, 2021
52021
Impact of machine log-files uncertainties on the quality assurance of proton pencil beam scanning treatment delivery.
S Toscano, K Souris, C Gomŕ, A Barragan, S Puydupin, ...
Physics in medicine and biology, 2019
52019
Dose prediction with deep learning for prostate cancer radiation therapy: Model adaptation to different treatment planning practices
RN Kandalan, D Nguyen, NH Rezaeian, AM Barragán-Montero, ...
Radiotherapy and Oncology 153, 228-235, 2020
32020
Planification de traitement robuste en protonthérapie
E Sterpin, A Barragan, K Souris, JA Lee
Cancer/Radiothérapie 20 (6-7), 523-529, 2016
32016
A comprehensive robustness test based on a fast Monte Carlo dose engine for PBS proton therapy
K Souris, AM Barragan Montero, JA Lee, E Sterpin
Medical Physics 45, E163, 2018
12018
OC-0265: Efficient implementation of random errors in robust optimization for proton therapy with Monte Carlo
AMB Montero, K Souris, E Sterpin, JA Lee
Radiotherapy and Oncology 119, S123-S124, 2016
12016
Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT
E Brion, J Léger, AM Barragán-Montero, N Meert, JA Lee, B Macq
Computers in Biology and Medicine 131, 104269, 2021
2021
Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance
AM Barragán-Montero, M Thomas, G Defraene, S Michiels, ...
Physica Medica 83, 52-63, 2021
2021
OC-0223: Prediction of proton dose distributions with deep learning for automatic treatment planning
AMB Montero, M Huet, ST Rivas, K Souris, D Nguyen, S Jiang, J Lee, ...
Radiotherapy and Oncology 152, S113-S114, 2020
2020
OC-0700: Accelerated robust IMPT optimization with sleeper scenarios
G Buti, K Souris, AB Montero, JA Lee, E Sterpin
Radiotherapy and Oncology 152, S392, 2020
2020
OC-0216: Efficient optimization of Monte Carlo based proton therapy plans using a beamlet-free algorithm
K Souris, A Barragan, G Buti, M Cohilis, G Janssens, E Sterpin, JA Lee
Radiotherapy and Oncology 152, S109, 2020
2020
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