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Author Details

Ralph T H Leijenaar
Maastricht University Medical Center (MUMC+)
2012
63
33
PMIDPaper TitleJournal TitlePublished Year
36585179Exploring Hypoxia in Prostate Cancer With T2-weighted Magnetic Resonance Imaging Radiomics and Pimonidazole Scoring.Anticancer Res2023
37137947External validation of a radiomic signature to predict p16 (HPV) status from standard CT images of anal cancer patients.Sci Rep2023
34309893A review in radiomics: Making personalized medicine a reality via routine imaging.Med Res Rev2022
35509437An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest computed tomography.ERJ Open Res2022
35852737Static FET PET radiomics for the differentiation of treatment-related changes from glioma progression.J Neurooncol2022
34763965Radiomics for Predicting Lung Cancer Outcomes Following Radiotherapy: A Systematic Review.Clin Oncol (R Coll Radiol)2022
34202096Radiomics in Lung Diseases Imaging: State-of-the-Art for Clinicians.J Pers Med2021
33536451Deep learning for the fully automated segmentation of the inner ear on MRI.Sci Rep2021
33772334[<sup>18</sup>F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation.Eur J Nucl Med Mol Imaging2021
33961646The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset.PLoS One2021
34037832Correction to: [<sup>18</sup>F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation.Eur J Nucl Med Mol Imaging2021
33984349Deciphering the glioblastoma phenotype by computed tomography radiomics.Radiother Oncol2021
34210048A Prospectively Validated Prognostic Model for Patients with Locally Advanced Squamous Cell Carcinoma of the Head and Neck Based on Radiomics of Computed Tomography Images.Cancers (Basel)2021
34364262Privacy preserving distributed learning classifiers - Sequential learning with small sets of data.Comput Biol Med2021
32161279Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer.Sci Rep2020
31991420The Emerging Role of Radiomics in COPD and Lung Cancer.Respiration2020
32006165Preoperative CT-based radiomics combined with intraoperative frozen section is predictive of invasive adenocarcinoma in pulmonary nodules: a multicenter study.Eur Radiol2020
33137396Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures.Radiother Oncol2020
33396587Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19.Diagnostics (Basel)2020
33074784Diagnosis of Invasive Lung Adenocarcinoma Based on Chest CT Radiomic Features of Part-Solid Pulmonary Nodules: A Multicenter Study.Radiology2020
32843663MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability.Sci Rep2020
32840472Diagnosis of Invasive Lung Adenocarcinoma Based on Chest CT Radiomic Features of Part-Solid Pulmonary Nodules: A Multicenter Study.Radiology2020
32722718Correction: Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant metastasis after concurrent chemo-radiotherapy.PLoS One2020
32154773The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.Radiology2020
32442178Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant metastasis after concurrent chemo-radiotherapy.PLoS One2020
32134684Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care.JCO Clin Cancer Inform2020
30730766Decision Support Systems in Oncology.JCO Clin Cancer Inform2019
31514107Can radiomics help to predict skeletal muscle response to chemotherapy in stage IV non-small cell lung cancer?Eur J Cancer2019
31254658Computed Tomography-based Radiomics for Risk Stratification in Prostate Cancer.Int J Radiat Oncol Biol Phys2019
31158263Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics.PLoS One2019
31015133Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence.Radiother Oncol2019
29451412Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study.Br J Radiol2018
29947266A review on radiomics and the future of theranostics for patient selection in precision medicine.Br J Radiol2018
30067421Pre-treatment CT radiomics to predict 3-year overall survival following chemoradiotherapy of esophageal cancer.Acta Oncol2018
30268481Applicability of a prognostic CT-based radiomic signature model trained on stage I-III non-small cell lung cancer in stage IV non-small cell lung cancer.Lung Cancer2018
29581794Noninvasive Glioblastoma Testing: Multimodal Approach to Monitoring and Predicting Treatment Response.Dis Markers2018
2949459818F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC) - A prospective externally validated study.PLoS One2018
26774327Decision support systems for personalized and participative radiation oncology.Adv Drug Deliv Rev2017
28264201Contrast Media Administration in Coronary Computed Tomography Angiography - A Systematic Review.Rofo2017
28237400Individualized early death and long-term survival prediction after stereotactic radiosurgery for brain metastases of non-small cell lung cancer: Two externally validated nomograms.Radiother Oncol2017
29122358Post-radiochemotherapy PET radiomics in head and neck cancer - The influence of radiomics implementation on the reproducibility of local control tumor models.Radiother Oncol2017
28975929Radiomics: the bridge between medical imaging and personalized medicine.Nat Rev Clin Oncol2017
28731408Defining the biological basis of radiomic phenotypes in lung cancer.Elife2017
28885084Influence of gray level discretization on radiomic feature stability for different CT scanners, tube currents and slice thicknesses: a comprehensive phantom study.Acta Oncol2017
28506693Survival prediction of non-small cell lung cancer patients using radiomics analyses of cone-beam CT images.Radiother Oncol2017
28826307Feature selection methodology for longitudinal cone-beam CT radiomics.Acta Oncol2017
287977004DCT imaging to assess radiomics feature stability: An investigation for thoracic cancers.Radiother Oncol2017
28688683Predictive and prognostic value of CT based radiomics signature in locally advanced head and neck cancers patients treated with concurrent chemoradiotherapy or bioradiotherapy and its added value to Human Papillomavirus status.Oral Oncol2017
27600280[18F]FDG PET/CT-based response assessment of stage IV non-small cell lung cancer treated with paclitaxel-carboplatin-bevacizumab with or without nitroglycerin patches.Eur J Nucl Med Mol Imaging2017
30042967Test-Retest Data for Radiomics Feature Stability Analysis: Generalizable or Study-Specific?Tomography2016
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Collaborators

Philippe Lambin
Maastricht University
Co-authored papers 56
Wouter van Elmpt
Maastricht University Medical Center+
Co-authored papers 20
Frank J P Hoebers
Maastricht University Medical Centre
Co-authored papers 10
Hugo J W L Aerts
Harvard Medical School
Co-authored papers 10
Andre Dekker
Maastricht University Medical Centre
Co-authored papers 9
Esther G C Troost
German Cancer Research Center (DKFZ)
Co-authored papers 9
Emmanuel Rios Velazquez
Research Institute GROW, Maastricht University
Co-authored papers 8
Cary Oberije
Maastricht University Medical Centre
Co-authored papers 7
Charles R Leemans
Location Vrije Universiteit Amsterdam
Co-authored papers 5
Ludwig Dubois
Maastricht University
Co-authored papers 5
Johan Bussink
Radboud University, Nijmegen Medical Centre
Co-authored papers 5
Ronald Boellaard
Cancer Center Amsterdam, Vrije Universiteit Amsterdam
Co-authored papers 5
Ruud H Brakenhoff
Vrije Universiteit Amsterdam
Co-authored papers 5
Brian O'Sullivan
Princess Margaret Cancer Centre/University Health Network, University of Toronto
Co-authored papers 4
Benjamin Haibe-Kains
Princess Margaret Cancer Centre, University Health Network
Co-authored papers 4
Erik Roelofs
Maastricht University Medical Centre+
Co-authored papers 4
Mathieu Hatt
INSERM
Co-authored papers 4
Kathrin Scheckenbach
Heinrich-Heine University
Co-authored papers 4
Tito Poli
University Hospital of Parma
Co-authored papers 3
Lisa Licitra
Fondazione IRCCS Istituto Nazionale dei Tumori and University of Milan
Co-authored papers 3
John Waldron
University of Toronto, Princess Margaret Cancer Centre, University Health Network
Co-authored papers 3
Dirk De Ruysscher
Maastro Clinic
Co-authored papers 3
Stefano Cavalieri
Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, University of Milan
Co-authored papers 3
Georgi Nalbantov
Department of Radiation Oncology (MAASTRO Clinic)
Co-authored papers 3
Vincenzo Valentini
Universita Cattolica del Sacro Cuore
Co-authored papers 2
Shao Hui Huang
Princess Margaret Cancer Centre/University Health Network, University of Toronto
Co-authored papers 2
Ruud G P M van Stiphout
University of Oxford
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Suneil Jain
Cancer Centre Belfast City Hospital, Queen's University Belfast
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Kim M Smits
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Release 1.2