kevin souris
kevin souris
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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