| Artificial intelligence and machine learning for medical imaging: A technology review A Barragán-Montero, U Javaid, G Valdés, D Nguyen, P Desbordes, ... Physica Medica 83, 242-256, 2021 | 285 | 2021 |
| Fast multipurpose Monte Carlo simulation for proton therapy using multi‐and many‐core CPU architectures K Souris, JA Lee, E Sterpin Medical physics 43 (4), 1700-1712, 2016 | 124 | 2016 |
| Evaluation of motion mitigation using abdominal compression in the clinical implementation of pencil beam scanning proton therapy of liver tumors L Lin, K Souris, M Kang, A Glick, H Lin, S Huang, K Stützer, G Janssens, ... Medical physics 44 (2), 703-712, 2017 | 83 | 2017 |
| Validation and clinical implementation of an accurate Monte Carlo code for pencil beam scanning proton therapy S Huang, M Kang, K Souris, C Ainsley, TD Solberg, JE McDonough, ... Journal of applied clinical medical physics 19 (5), 558-572, 2018 | 71 | 2018 |
| 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 | 68 | 2018 |
| Validation of linear energy transfer computed in a Monte Carlo dose engine of a commercial treatment planning system D Wagenaar, LT Tran, A Meijers, GG Marmitt, K Souris, D Bolst, B James, ... Physics in Medicine & Biology 65 (2), 025006, 2020 | 59 | 2020 |
| 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 | 58 | 2020 |
| Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency A Barragán-Montero, A Bibal, MH Dastarac, C Draguet, G Valdés, ... Physics in Medicine & Biology 67 (11), 11TR01, 2022 | 51 | 2022 |
| Integrating an open source Monte Carlo code “MCsquare” for clinical use in intensity‐modulated proton therapy W Deng, JE Younkin, K Souris, S Huang, K Augustine, M Fatyga, X Ding, ... Medical physics 47 (6), 2558-2574, 2020 | 51 | 2020 |
| Experimental assessment of proton dose calculation accuracy in inhomogeneous media J Sorriaux, M Testa, H Paganetti, JO de Xivry, JA Lee, E Traneus, K Souris, ... Physica Medica 38, 10-15, 2017 | 51 | 2017 |
| 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 | 47 | 2018 |
| A Fano cavity test for Monte Carlo proton transport algorithms E Sterpin, J Sorriaux, K Souris, S Vynckier, H Bouchard Medical Physics 41 (1), 011706, 2014 | 36 | 2014 |
| 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 | 35 | 2019 |
| 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 | 31 | 2018 |
| Linear energy transfer incorporated spot-scanning proton arc therapy optimization: a feasibility study X Li, X Ding, W Zheng, G Liu, G Janssens, K Souris, ... Frontiers in oncology 11, 698537, 2021 | 30 | 2021 |
| Platform for automatic patient quality assurance via Monte Carlo simulations in proton therapy GG Marmitt, A Pin, KNW Siang, G Janssens, K Souris, M Cohilis, ... Physica Medica 70, 49-57, 2020 | 30 | 2020 |
| Development of robustness evaluation strategies for enabling statistically consistent reporting E Sterpin, ST Rivas, F Van den Heuvel, B George, JA Lee, K Souris Physics in Medicine & Biology 66 (4), 045002, 2021 | 28 | 2021 |
| Mitigating inherent noise in Monte Carlo dose distributions using dilated U‐Net U Javaid, K Souris, D Dasnoy, S Huang, JA Lee Medical Physics 46 (12), 5790-5798, 2019 | 24 | 2019 |
| 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 | 24 | 2019 |
| Treatment planning in arc proton therapy: comparison of several optimization problem statements and their corresponding solvers S Wuyckens, M Saint-Guillain, G Janssens, L Zhao, X Li, X Ding, E Sterpin, ... Computers in biology and medicine 148, 105609, 2022 | 23 | 2022 |
Edmond SterpinKU Leuven and Université catholique de LouvainAdresse e-mail validée de kuleuven.be
