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Artificial intelligence for treatment delivery: image-guided radiotherapy
Radiation therapy (RT) is a highly digitized field relying heavily on computational methods and, as such, has a high affinity for the …
Moritz Rabe
,
Christopher Kurz
,
Adrian Thummerer
,
Guillaume Landry
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Minimum imaging dose for deep learning-based pelvic synthetic computed tomography generation from cone beam images
Ivy Chan
,
Minglun Li
,
Adrian Thummerer
,
Katia Parodi
,
Claus Belka
,
Christopher Kurz
,
Guillaume Landry
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Repeatability quantification of brain diffusion-weighted imaging for future clinical implementation at a low-field MR-linac
Longitudinal assessments of apparent diffusion coefficients (ADCs) derived from diffusion-weighted imaging (DWI) during intracranial …
Moritz Rabe
,
Olaf Dietrich
,
Robert Forbrig
,
Maximilian Niyazi
,
Claus Belka
,
Stefanie Corradini
,
Guillaume Landry
,
Christopher Kurz
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A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy
Coen Hurkmans
,
Jean-Emmanuel Bibault
,
Kristy K. Brock
,
Wouter Van Elmpt
,
Mary Feng
,
Clifton David Fuller
,
Barbara A. Jereczek-Fossa
,
Stine Korreman
,
Guillaume Landry
,
Frederic Madesta
,
Chuck Mayo
,
Alan McWilliam
,
Filipe Moura
,
Ludvig P. Muren
,
Issam El Naqa
,
Jan Seuntjens
,
Vincenzo Valentini
,
Michael Velec
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Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models
Marica Vagni
,
Huong Elena Tran
,
Angela Romano
,
Giuditta Chiloiro
,
Luca Boldrini
,
Konstantinos Zormpas-Petridis
,
Maria Raedler
,
Guillaume Landry
,
Christopher Kurz
,
Stefanie Corradini
,
Claus Belka
,
Luca Indovina
,
Maria Antonietta Gambacorta
,
Lorenzo Placidi
,
Davide Cusumano
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Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images
Yiling Wang
,
Elia Lombardo
,
Lili Huang
,
Michele Avanzo
,
Giuseppe Fanetti
,
Giovanni Franchin
,
Sebastian Zschaeck
,
Julian Weingärtner
,
Claus Belka
,
Marco Riboldi
,
Christopher Kurz
,
Guillaume Landry
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DOI
Deep learning based super-resolution for CBCT dose reduction in radiotherapy
Adrian Thummerer
,
Lukas Schmidt
,
Jan Hofmaier
,
Stefanie Corradini
,
Claus Belka
,
Guillaume Landry
,
Christopher Kurz
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Evaluation of magnetic resonance thermometry performance during MR-guided hyperthermia treatment of soft-tissue sarcomas in the lower extremities and pelvis
Spyridon N. Karkavitsas
,
Marianne Göger-Neff
,
Kemal Sumser, Benjamin Zilles Maria Kawula
,
Martin Wadepohl
,
Guillaume Landry
,
Christopher Kurz
,
Wolfgang G. Kunz
,
Olaf Dietrich
,
Lars H. Lindner
,
Margarethus M. Paulides
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DOI
Impact of daily plan adaptation on accumulated doses in ultra-hypofractionated magnetic resonance-guided radiation therapy of prostate cancer
Yuqing Xiong
,
Moritz Rabe
,
Carolin Rippke
,
Maria Raedler
,
Lukas Nierer
,
Sebastian Klüter
,
Claus Belka
,
Maximilian Niyazi
,
Juliane Hörner-Rieber
,
Stefanie Corradini
,
Guillaume Landry
,
Christopher Kurz
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MRI-based ventilation and perfusion imaging to predict radiation-induced pneumonitis in lung tumor patients at a 0.35T MR-Linac
Rabea Klaar
,
Moritz Rabe
,
Anna Theresa Stüber
,
Svenja Hering
,
Stefanie Corradini
,
Chukwuka Eze
,
Sebastian Marschner
,
Claus Belka
,
Guillaume Landry
,
Julien Dinkel
,
Christopher Kurz
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