Publications by authors named "Jonas Castelijns"

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Post-processing steps improve generalisability and robustness of an MRI-based radiogenomic model for human papillomavirus status prediction in oropharyngeal cancer.
Milad Ahmadian, Zuhir Bodalal, Paula Bos, Roland M Martens, Georgios Agrotis, Jonas A Castelijns

Eur Radiol· December 2025

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Neoadjuvant ipilimumab and nivolumab in resectable cutaneous squamous cell carcinoma: a randomized phase 2 trial.
Sabine E Breukers, Joleen J H Traets, Stan W van Dijk, Mercedes Machuca Ostos, Itske Fraterman, Jonas Castelijns

Nat Med· December 2025

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Explainable feature selection combining particle swarm optimisation with adaptive LASSO for MRI radiogenomics: Predicting HPV status in oropharyngeal cancer.
Milad Ahmadian, Zuhir Bodalal, Mary Adib, Seyed Sahand Mohammadi Ziabari, Paula Bos, Jonas A Castelijns

Comput Methods Programs Biomed· December 2025

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Comparison of Diffusion-Weighted MRI Using Single-Shot Echo-Planar Imaging and Split Acquisition of Fast Spin-Echo Signal Imaging, a Non-EPI Technique, in Tumors of the Head and Neck.
Hedda J van der Hulst, Loes Braun, Bram Westerink, Georgios Agrotis, Leon C Ter Beek, Jonas A Castelijns

AJNR Am J Neuroradiol· April 2025

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Overcoming data scarcity in radiomics/radiogenomics using synthetic radiomic features.
Milad Ahmadian, Zuhir Bodalal, Hedda J van der Hulst, Conchita Vens, Luc H E Karssemakers, Jonas A Castelijns

Comput Biol Med· May 2024

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Correlation of gene expression with magnetic resonance imaging features of retinoblastoma: a multi-center radiogenomics validation study.
Robin W Jansen, Khashayar Roohollahi, Ogul E Uner, Yvonne de Jong, Christiaan M de Bloeme, Jonas A Castelijns

Eur Radiol· February 2024

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The Prediction of Biological Features Using Magnetic Resonance Imaging in Head and Neck Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis.
Hedda J van der Hulst, Robin W Jansen, Conchita Vens, Paula Bos, Winnie Schats, Jonas A Castelijns

Cancers (Basel)· October 2023

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MRI Features for Identifying -amplified Wild-type Retinoblastoma.
Robin W Jansen, Christiaan M de Bloeme, Liesbeth Cardoen, Sophia Göricke, Sabien van Elst, Jonas A Castelijns

Radiology· June 2023

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External validation of an MR-based radiomic model predictive of locoregional control in oropharyngeal cancer.
Paula Bos, Roland M Martens, Pim de Graaf, Bas Jasperse, Joost J M van Griethuysen, Jonas A Castelijns

Eur Radiol· April 2023

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Quantitative Diffusion-Weighted Imaging Analyses to Predict Response to Neoadjuvant Immunotherapy in Patients with Locally Advanced Head and Neck Carcinoma.
Hedda J van der Hulst, Joris L Vos, Renaud Tissier, Laura A Smit, Roland M Martens, Jonas A Castelijns

Cancers (Basel)· December 2022

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Magnetic Resonance Imaging Can Reliably Differentiate Optic Nerve Inflammation from Tumor Invasion in Retinoblastoma with Orbital Cellulitis.
Robin W Jansen, Sophie van der Heide, Liesbeth Cardoen, Selma Sirin, Christiaan M de Bloeme, Jonas A Castelijns

Ophthalmology· November 2022

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Largest diameter delineations can substitute 3D tumor volume delineations for radiomics prediction of human papillomavirus status on MRI's of oropharyngeal cancer.
Paula Bos, Michiel W M van den Brekel, Marjaneh Taghavi, Zeno A R Gouw, Abrahim Al-Mamgani, Jonas A Castelijns

Phys Med· September 2022

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ADC Values of Cytologically Benign and Cytologically Malignant 18 F-FDG PET-Positive Lymph Nodes of Head and Neck Squamous Cell Carcinoma.
Petra K de Koekkoek-Doll, Sander Roberti, Laura Smit, Wouter V Vogel, Regina Beets-Tan, Jonas Castelijns

Cancers (Basel)· August 2022

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Simple delineations cannot substitute full 3d tumor delineations for MR-based radiomics prediction of locoregional control in oropharyngeal cancer.
Paula Bos, Michiel W M van den Brekel, Marjaneh Taghavi, Zeno A R Gouw, Abrahim Al-Mamgani, Jonas A Castelijns

Eur J Radiol· March 2022

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Early Response Prediction of Multiparametric Functional MRI and F-FDG-PET in Patients with Head and Neck Squamous Cell Carcinoma Treated with (Chemo)Radiation.
Roland M Martens, Thomas Koopman, Cristina Lavini, Tim van de Brug, Gerben J C Zwezerijnen, Jonas A Castelijns

Cancers (Basel)· January 2022

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Prognostic functional MR imaging parameters in head and neck squamous cell carcinoma: A systematic review.
Paula Bos, Hedda J van der Hulst, Michiel W M van den Brekel, Winnie Schats, Bas Jasperse, Jonas A Castelijns

Eur J Radiol· November 2021

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Value of Assessing Peripheral Vascularization with Micro-Flow Imaging, Resistive Index and Absent Hilum Sign as Predictor for Malignancy in Lymph Nodes in Head and Neck Squamous Cell Carcinoma.
Petra K de Koekkoek-Doll, Sander Roberti, Michiel W van den Brekel, Monique Maas, Laura Smit, Jonas Castelijns

Cancers (Basel)· October 2021

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Repeatability of IVIM biomarkers from diffusion-weighted MRI in head and neck: Bayesian probability versus neural network.
Thomas Koopman, Roland Martens, Oliver J Gurney-Champion, Maqsood Yaqub, Cristina Lavini, Jonas Castelijns

Magn Reson Med· June 2021

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Improved outcome prediction of oropharyngeal cancer by combining clinical and MRI features in machine learning models.
Paula Bos, Michiel W M van den Brekel, Zeno A R Gouw, Abrahim Al-Mamgani, Marjaneh Taghavi, Jonas A Castelijns

Eur J Radiol· June 2021

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SUV values at FDG PET-CT to predict malignancy in lymph nodes aspirated by real time image fused USgFNAC in head and neck squamous cell carcinoma.
Petra K de Koekkoek-Doll, Wouter Vogel, Monique Maas, Jonas Castelijns, Laura Smit

Am J Nucl Med Mol Imaging· June 2021

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Multiparametric functional MRI and F-FDG-PET for survival prediction in patients with head and neck squamous cell carcinoma treated with (chemo)radiation.
Roland M Martens, Thomas Koopman, Cristina Lavini, Meedie Ali, Carel F W Peeters, Jonas A Castelijns

Eur Radiol· February 2021

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Clinical variables and magnetic resonance imaging-based radiomics predict human papillomavirus status of oropharyngeal cancer.
Paula Bos, Michiel W M van den Brekel, Zeno A R Gouw, Abrahim Al-Mamgani, Selam Waktola, Jonas A Castelijns

Head Neck· February 2021

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MR Imaging Features to Differentiate Retinoblastoma from Coats' Disease and Persistent Fetal Vasculature.
Robin W Jansen, Christiaan M de Bloeme, Hervé J Brisse, Paolo Galluzzi, Liesbeth Cardoen, Jonas A Castelijns

Cancers (Basel)· November 2020

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Predictive value of quantitative F-FDG-PET radiomics analysis in patients with head and neck squamous cell carcinoma.
Roland M Martens, Thomas Koopman, Daniel P Noij, Elisabeth Pfaehler, Caroline Übelhör, Jonas A Castelijns

EJNMMI Res· September 2020

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The Additional Value of Ultrafast DCE-MRI to DWI-MRI and 18F-FDG-PET to Detect Occult Primary Head and Neck Squamous Cell Carcinoma.
Roland M Martens, Ruud van der Stappen, Thomas Koopman, Daniel P Noij, Emile F Comans, Jonas A Castelijns

Cancers (Basel)· September 2020

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