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Kevin Souris

Artificial intelligence and machine learning for medical imaging: A technology review
2021 · Ana Barragán-Montero, Umair Javaid, et al. · Physica Medica · 453
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Fast multipurpose Monte Carlo simulation for proton therapy using multi‐ and many‐core CPU architectures
2016 · Kevin Souris, John Aldo Lee, et al. · Medical Physics · 142
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency
2022 · Ana Barragán-Montero, Adrien Bibal, et al. · Physics in Medicine and Biology · 85
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Evaluation of motion mitigation using abdominal compression in the clinical implementation of pencil beam scanning proton therapy of liver tumors
2016 · Liyong Lin, Kevin Souris, et al. · Medical Physics · 77
Validation and clinical implementation of an accurate Monte Carlo code for pencil beam scanning proton therapy
2018 · Sheng Huang, Minglei Kang, et al. · Journal of Applied Clinical Medical Physics · 76
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Validation of linear energy transfer computed in a Monte Carlo dose engine of a commercial treatment planning system
2019 · Dirk Wagenaar, Linh T Tran, et al. · Physics in Medicine and Biology · 68
Feasibility of online IMPT adaptation using fast, automatic and robust dose restoration
2018 · Kinga Bernatowicz, Xavier Geets, et al. · Physics in Medicine and Biology · 66
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Dosimetric evaluation of synthetic CT generated with GANs for MRI‐only proton therapy treatment planning of brain tumors
2020 · Samaneh Kazemifar, Ana M. Barragán Montero, et al. · Journal of Applied Clinical Medical Physics · 64
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Technical Note: Integrating an open source Monte Carlo code “MCsquare” for clinical use in intensity‐modulated proton therapy
2020 · Wei Deng, James E. Younkin, et al. · Medical Physics · 53
Linear Energy Transfer Incorporated Spot-Scanning Proton Arc Therapy Optimization: A Feasibility Study
2021 · Xiaoqiang Li, Xuanfeng Ding, et al. · Frontiers in Oncology · 48
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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 therapy
2018 · Sheng Huang, Kevin Souris, et al. · Medical Physics · 43
Experimental assessment of proton dose calculation accuracy in inhomogeneous media
2017 · J. Sorriaux, M. Testa, et al. · Physica Medica · 43
Platform for automatic patient quality assurance via Monte Carlo simulations in proton therapy
2020 · G. Guterres Marmitt, A. Pin, et al. · Physica Medica · 41
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Treatment planning in arc proton therapy: Comparison of several optimization problem statements and their corresponding solvers
2022 · Sophie Wuyckens, Michael Saint-Guillain, et al. · Computers in Biology and Medicine · 39
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Development of robustness evaluation strategies for enabling statistically consistent reporting
2020 · E Sterpin, Sara T Rivas, et al. · Physics in Medicine and Biology · 37
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Technical Note: Monte Carlo methods to comprehensively evaluate the robustness of 4D treatments in proton therapy
2019 · Kevin Souris, Ana Barragan Montero, et al. · Medical Physics · 35
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Thermoacoustic range verification during pencil beam delivery of a clinical plan to an abdominal imaging phantom
2021 · Sarah K. Patch, Chinh Nguyen, et al. · Radiotherapy and Oncology · 28
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
2017 · Steven Michiels, Ana Maria Barragán, et al. · Radiotherapy and Oncology · 28
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Towards fast and robust 4D optimization for moving tumors with scanned proton therapy
2019 · Gregory Buti, Kevin Souris, et al. · Medical Physics · 27
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A Fano cavity test for Monte Carlo proton transport algorithms
2013 · Edmond Sterpin, Jefferson Sorriaux, et al. · Medical Physics · 25
Mitigating inherent noise in Monte Carlo dose distributions using dilated U‐Net
2019 · Umair Javaid, Kevin Souris, et al. · Medical Physics · 24
Effect of continuous positive airway pressure administration during lung stereotactic ablative radiotherapy: a comparative planning study
2018 · Dario Di Perri, Andréa Colot, et al. · Strahlentherapie und Onkologie · 23
Impact of machine log-files uncertainties on the quality assurance of proton pencil beam scanning treatment delivery
2019 · S Toscano, K Souris, et al. · Physics in Medicine and Biology · 22
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Denoising proton therapy Monte Carlo dose distributions in multiple tumor sites: A comparative neural networks architecture study
2021 · Umair Javaid, Kevin Souris, et al. · Physica Medica · 20
Accelerated robust optimization algorithm for proton therapy treatment planning
2020 · Gregory Buti, Kevin Souris, et al. · Medical Physics · 19
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Works count: 154
Citation count: 1,840
H-index: 22
I10-index: 35
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