| 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 | 318 | 2021 |
| Evaluation of Gafchromic® EBT3 films characteristics in therapy photon, electron and proton beams J Sorriaux, A Kacperek, S Rossomme, JA Lee, D Bertrand, S Vynckier, ... Physica Medica 29 (6), 599-606, 2013 | 274 | 2013 |
| 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 | 181 | 2019 |
| 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 | 131 | 2016 |
| Monte Carlo evaluation of the AAA treatment planning algorithm in a heterogeneous multilayer phantom and IMRT clinical treatments for an Elekta SL25 linear accelerator E Sterpin, M Tomsej, B De Smedt, N Reynaert, S Vynckier Medical physics 34 (5), 1665-1677, 2007 | 116 | 2007 |
| 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 | 85 | 2017 |
| Tumour movement in proton therapy: solutions and remaining questions: a review D De Ruysscher, E Sterpin, K Haustermans, T Depuydt Cancers 7 (3), 1143-1153, 2015 | 81 | 2015 |
| Measurement of prompt gamma profiles in inhomogeneous targets with a knife-edge slit camera during proton irradiation M Priegnitz, S Helmbrecht, G Janssens, I Perali, J Smeets, ... Physics in Medicine & Biology 60 (12), 4849, 2015 | 72 | 2015 |
| Monte Carlo simulation of helical tomotherapy with PENELOPE E Sterpin, F Salvat, R Cravens, K Ruchala, GH Olivera, S Vynckier Physics in Medicine & Biology 53 (8), 2161, 2008 | 71 | 2008 |
| 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 | 69 | 2018 |
| Hypoxia-guided adaptive radiation dose escalation in head and neck carcinoma: a planning study S Servagi-Vernat, S Differding, E Sterpin, FX Hanin, D Labar, A Bol, ... Acta Oncologica 54 (7), 1008-1016, 2015 | 69 | 2015 |
| Monte Carlo evaluation of the convolution/superposition algorithm of Hi‐Art™ tomotherapy in heterogeneous phantoms and clinical cases E Sterpin, F Salvat, G Olivera, S Vynckier Medical physics 36 (5), 1566-1575, 2009 | 65 | 2009 |
| Ion recombination for ionization chamber dosimetry in a helical tomotherapy unit H Palmans, RAS Thomas, S Duane, E Sterpin, S Vynckier Medical physics 37 (6Part1), 2876-2889, 2010 | 60 | 2010 |
| 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 | 58 | 2022 |
| 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 |
| 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 | 52 | 2021 |
| 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 |
| Analytical computation of prompt gamma ray emission and detection for proton range verification E Sterpin, G Janssens, J Smeets, F Vander Stappen, D Prieels, ... Physics in Medicine & Biology 60 (12), 4915, 2015 | 50 | 2015 |
| Validation of GPU based TomoTherapy dose calculation engine Q Chen, W Lu, Y Chen, M Chen, D Henderson, E Sterpin Medical physics 39 (4), 1877-1886, 2012 | 48 | 2012 |
| On the conversion of dose to bone to dose to water in radiotherapy treatment planning systems N Reynaert, F Crop, E Sterpin, I Kawrakow, H Palmans Physics and Imaging in Radiation Oncology 5, 26-30, 2018 | 46 | 2018 |
John A. LeeUCLouvain Professor, FNRS Research DirectorVerified email at uclouvain.be
