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Author Details

John A Lee
Institute of Experimental and Clinical Research
2002
86
28
PMIDPaper TitleJournal TitlePublished Year
37942953Technical note: Beamlet-free optimization for Monte-Carlo-based treatment planning in proton therapy.Med Phys2024
37140481Patient selection for proton therapy using Normal Tissue Complication Probability with deep learning dose prediction for oropharyngeal cancer.Med Phys2023
37676906A spot-specific range uncertainty framework for robust optimization of proton therapy treatments.Med Phys2023
33361004Fast Multiscale Neighbor Embedding.IEEE Trans Neural Netw Learn Syst2022
35803749Treatment planning in arc proton therapy: Comparison of several optimization problem statements and their corresponding solvers.Comput Biol Med2022
35421855Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency.Phys Med Biol2022
36541505Bi-criteria Pareto optimization to balance irradiation time and dosimetric objectives in proton arc therapy.Phys Med Biol2022
36167194Automated clinical decision support system with deep learning dose prediction and NTCP models to evaluate treatment complications in patients with esophageal cancer.Radiother Oncol2022
35051680Development and validation of an automatic commissioning tool for the Monte Carlo dose engine in myQA iON.Phys Med2022
33296875Development of robustness evaluation strategies for enabling statistically consistent reporting.Phys Med Biol2021
33713919Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance.Phys Med2021
33639352Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT.Comput Biol Med2021
33979715Artificial intelligence and machine learning for medical imaging: A technology review.Phys Med2021
34358755Denoising proton therapy Monte Carlo dose distributions in multiple tumor sites: A comparative neural networks architecture study.Phys Med2021
32155667Accelerated robust optimization algorithm for proton therapy treatment planning.Med Phys2020
35073540Improvement of kilovoltage intrafraction monitoring accuracy through gantry angles selection.Biomed Phys Eng Express2020
31660623A noise correction of the γ-index method for Monte Carlo dose distribution comparison.Med Phys2020
32845057A series of five population-specific Indian brain templates and atlases spanning ages 6-60â¿¿years.Hum Brain Mapp2020
30892199Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations.IEEE Trans Neural Netw Learn Syst2019
31749693Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks.Front Neuroinform2019
31653574Mechanically-assisted and non-invasive ventilation for radiation therapy: A safe technique to regularize and modulate internal tumour motion.Radiother Oncol2019
31376305Technical Note: Monte Carlo methods to comprehensively evaluate the robustness of 4D treatments in proton therapy.Med Phys2019
31600829Mitigating inherent noise in Monte Carlo dose distributions using dilated U-Net.Med Phys2019
31595521Towards fast and robust 4D optimization for moving tumors with scanned proton therapy.Med Phys2019
29159915Performance of a hybrid Monte Carlo-Pencil Beam dose algorithm for proton therapy inverse planning.Med Phys2018
29173754Molecular Imaging-Guided Radiotherapy for the Treatment of Head-and-Neck Squamous Cell Carcinoma: Does it Fulfill the Promises?Semin Radiat Oncol2018
28951008Patient-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.Radiother Oncol2018
28733723An individualized radiation dose escalation trial in non-small cell lung cancer based on FDG-PET imaging.Strahlenther Onkol2017
28335778Radiation dose escalation based on FDG-PET driven dose painting by numbers in oropharyngeal squamous cell carcinoma: a dosimetric comparison between TomoTherapy-HA and RapidArc.Radiat Oncol2017
28133755Evaluation of motion mitigation using abdominal compression in the clinical implementation of pencil beam scanning proton therapy of liver tumors.Med Phys2017
28358668Evolution of [<sup>18</sup>F]fluorodeoxyglucose and [<sup>18</sup>F]fluoroazomycin arabinoside PET uptake distributions in lung tumours during radiation therapy.Acta Oncol2017
28474819Toward a standard for the evaluation of PET-Auto-Segmentation methods following the recommendations of AAPM task group No. 211: Requirements and implementation.Med Phys2017
28120467Classification and evaluation strategies of auto-segmentation approaches for PET: Report of AAPM task group No. 211.Med Phys2017
28537761Correlation analysis of [<sup>18</sup>F]fluorodeoxyglucose and [<sup>18</sup>F]fluoroazomycin arabinoside uptake distributions in lung tumours during radiation therapy.Acta Oncol2017
28610689Experimental assessment of proton dose calculation accuracy in inhomogeneous media.Phys Med2017
28656604Consistency in quality correction factors for ionization chamber dosimetry in scanned proton beam therapy.Med Phys2017
28817383Combined influence of CT random noise and HU-RSP calibration curve nonlinearities on proton range systematic errors.Phys Med Biol2017
26079436Methodology for adaptive and robust FDG-PET escalated dose painting by numbers in head and neck tumors.Acta Oncol2016
27614528[Robust treatment planning in proton therapy].Cancer Radiother2016
27036568Fast multipurpose Monte Carlo simulation for proton therapy using multi- and many-core CPU architectures.Med Phys2016
24991892Generation of prescriptions robust against geometric uncertainties in dose painting by numbers.Acta Oncol2015
26386892Impact of motion induced artifacts on automatic registration of lung tumors in Tomotherapy.Phys Med2015
25832091Feasibility and robustness of dose painting by numbers in proton therapy with contour-driven plan optimization.Med Phys2015
25562382Hypoxia-guided adaptive radiation dose escalation in head and neck carcinoma: a planning study.Acta Oncol2015
25007226Reprogramming of tumor metabolism by targeting mitochondria improves tumor response to irradiation.Acta Oncol2015
24423834Assessment of tumor motion reproducibility with audio-visual coaching through successive 4D CT sessions.J Appl Clin Med Phys2014
25207560FDG PET/CT for rectal carcinoma radiotherapy treatment planning: comparison of functional volume delineation algorithms and clinical challenges.J Appl Clin Med Phys2014
25179249Metabolic imaging in non-small-cell lung cancer radiotherapy.Cancer Radiother2014
24570097A prospective clinical study of ¹⁸F-FAZA PET-CT hypoxia imaging in head and neck squamous cell carcinoma before and during radiation therapy.Eur J Nucl Med Mol Imaging2014
24346414Semiautomatic methods for segmentation of the proliferative tumour volume on sequential FLT PET/CT images in head and neck carcinomas and their relation to clinical outcome.Eur J Nucl Med Mol Imaging2014
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Collaborators

Mathieu Hatt
INSERM
Co-authored papers 4
Ronald Boellaard
Cancer Center Amsterdam, Vrije Universiteit Amsterdam
Co-authored papers 2
Johannes H A M Kaanders
Radboud University Medical Center
Co-authored papers 2
Dirk De Ruysscher
Maastro Clinic
Co-authored papers 2
Gareth J Barker
Institute of Psychiatry, King's College London
Co-authored papers 1
Adam G Thomas
National Institute of Mental Health
Co-authored papers 1
Peter A Bandettini
United States Center for Multimodal Neuroimaging
Co-authored papers 1
Bianca A W Hoeben
Radboud University Medical Center
Co-authored papers 1
Andre Dekker
Maastricht University Medical Centre
Co-authored papers 1
Johan Bussink
Radboud University, Nijmegen Medical Centre
Co-authored papers 1
Brian O'Sullivan
Princess Margaret Cancer Centre/University Health Network, University of Toronto
Co-authored papers 1
Esther G C Troost
German Cancer Research Center (DKFZ)
Co-authored papers 1
Charles Y Zheng
National Institute of Mental Health
Co-authored papers 1
Heiko Sch??der
Memorial Sloan Kettering Cancer Center
Co-authored papers 1
Satrajit S Ghosh
Boston University, Harvard Medical School, Kent Ridge Digital Laboratories, Massachusetts Institute of Technology, National University of Singapore
Co-authored papers 1
Patrick McClure
National Institute of Mental Health
Co-authored papers 1
Francisco Pereira
National Institute of Mental Health
Co-authored papers 1
Nao Rho
University of Maryland, College Park
Co-authored papers 1
Philippe Lambin
Maastricht University
Co-authored papers 1
Wouter van Elmpt
Maastricht University Medical Center+
Co-authored papers 1
Dylan M Nielson
National Institute of Mental Health
Co-authored papers 1
Jakub R Kaczmarzyk
USA Simons Center for Quantitative Biology
Co-authored papers 1
Curtis B Caldwell
Sunnybrook Research Institute
Co-authored papers 1
Satrajit S Ghosh
Co-authored papers 1
Hugo J W L Aerts
Harvard Medical School
Co-authored papers 1
Release 1.2