Publications by authors named "Adrian Thummerer"

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Deep learning-based synthetic-CT-free photon dose calculation in MR-guided radiotherapy: A proof-of-concept study.
Fan Xiao, Domagoj Radonic, Niklas Wahl, Nikolaos Delopoulos, Adrian Thummerer

Med Phys· November 2025

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TrackRAD2025 challenge dataset: real-time tumor tracking for MRI-guided radiotherapy.
Yiling Wang, Elia Lombardo, Adrian Thummerer, Tom Blöcker, Yu Fan

Med Phys· July 2025

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SynthRAD2025 Grand Challenge dataset: Generating synthetic CTs for radiotherapy from head to abdomen.
Adrian Thummerer, Erik van der Bijl, Arthur Jr Galapon, Florian Kamp, Mark Savenije

Med Phys· July 2025

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Harmonizing organ-at-risk structure names using open-source large language models.
Adrian Thummerer, Matteo Maspero, Erik van der Bijl, Stefanie Corradini, Claus Belka

Phys Imaging Radiat Oncol· July 2025

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Artificial intelligence for treatment delivery: image-guided radiotherapy.
Moritz Rabe, Christopher Kurz, Adrian Thummerer, Guillaume Landry

Strahlenther Onkol· March 2025

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Deep learning based super-resolution for CBCT dose reduction in radiotherapy.
Adrian Thummerer, Lukas Schmidt, Jan Hofmaier, Stefanie Corradini, Claus Belka

Med Phys· March 2025

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Toward Closing the Loop in Image-to-Image Conversion in Radiotherapy: A Quality Control Tool to Predict Synthetic Computed Tomography Hounsfield Unit Accuracy.
Paolo Zaffino, Ciro Benito Raggio, Adrian Thummerer, Gabriel Guterres Marmitt, Johannes Albertus Langendijk

J Imaging· December 2024

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Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.
Evi M C Huijben, Maarten L Terpstra, Arthur Jr Galapon, Suraj Pai, Adrian Thummerer

Med Image Anal· October 2024

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Feasibility of Monte Carlo dropout-based uncertainty maps to evaluate deep learning-based synthetic CTs for adaptive proton therapy.
Arthur Villanueva Galapon, Adrian Thummerer, Johannes Albertus Langendijk, Dirk Wagenaar, Stefan Both

Med Phys· April 2024

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Minimum imaging dose for deep learning-based pelvic synthetic computed tomography generation from cone beam images.
Yan Chi Ivy Chan, Minglun Li, Adrian Thummerer, Katia Parodi, Claus Belka

Phys Imaging Radiat Oncol· April 2024

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Reduction of cone-beam CT artifacts in a robotic CBCT device using saddle trajectories with integrated infrared tracking.
Chengtao Wei, Johanna Albrecht, Simon Rit, Matthieu Laurendeau, Adrian Thummerer

Med Phys· March 2024

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Technical note: Evaluation of deep learning based synthetic CTs clinical readiness for dose and NTCP driven head and neck adaptive proton therapy.
Rutger J C de Koster, Adrian Thummerer, Daniel Scandurra, Johannes A Langendijk, Stefan Both

Med Phys· December 2023

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SynthRAD2023 Grand Challenge dataset: Generating synthetic CT for radiotherapy.
Adrian Thummerer, Erik van der Bijl, Arthur Galapon, Joost J C Verhoeff, Johannes A Langendijk

Med Phys· July 2023

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ScatterNet for projection-based 4D cone-beam computed tomography intensity correction of lung cancer patients.
Henning Schmitz, Adrian Thummerer, Maria Kawula, Elia Lombardo, Katia Parodi

Phys Imaging Radiat Oncol· July 2023

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Deep learning-based 4D-synthetic CTs from sparse-view CBCTs for dose calculations in adaptive proton therapy.
Adrian Thummerer, Carmen Seller Oria, Paolo Zaffino, Sabine Visser, Arturs Meijers

Med Phys· November 2022

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Clinical suitability of deep learning based synthetic CTs for adaptive proton therapy of lung cancer.
Adrian Thummerer, Carmen Seller Oria, Paolo Zaffino, Arturs Meijers, Gabriel Guterres Marmitt

Med Phys· December 2021

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Range probing as a quality control tool for CBCT-based synthetic CTs: In vivo application for head and neck cancer patients.
Carmen Seller Oria, Adrian Thummerer, Jeffrey Free, Johannes A Langendijk, Stefan Both

Med Phys· August 2021

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Comparison of the suitability of CBCT- and MR-based synthetic CTs for daily adaptive proton therapy in head and neck patients.
Adrian Thummerer, Bas A de Jong, Paolo Zaffino, Arturs Meijers, Gabriel Guterres Marmitt

Phys Med Biol· December 2020

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Comparison of CBCT based synthetic CT methods suitable for proton dose calculations in adaptive proton therapy.
Adrian Thummerer, Paolo Zaffino, Arturs Meijers, Gabriel Guterres Marmitt, Joao Seco

Phys Med Biol· April 2020

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