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A convolutional neural network with self-attention for fully automated metabolic tumor volume delineation of head and neck cancer in 18-F FDG PET/CT
Pavel Nikulin
,
Sebastian Zschaeck
,
Jens Maus
,
Paulina Cegla
,
Elia Lombardo
,
Christian Furth
,
Joanna Kaźmierska
,
Julian M. M. Rogasch
,
Adrien Holzgreve
,
Nathalie L. Albert
,
Konstantinos Ferentinos
,
Iosif Strouthos
,
Marina Hajiyianni
,
Sebastian N. Marschner
,
Claus Belka
,
Guillaume Landry
,
Witold Cholewinski
,
Jörg Kotzerke
,
Frank Hofheinz
,
Jörg Van Den Hoff
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URL
Comparison of MR-guided radiotherapy accumulated doses for central lung tumors with non-adaptive and online adaptive proton therapy
Moritz Rabe
,
Miguel A. Palacios
,
John R. Van Sörnsen De Koste
,
Chukwuka Eze
,
Martin Hillbrand
,
Claus Belka
,
Guillaume Landry
,
Suresh Senan
,
Christopher Kurz
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DOI
URL
Continuous time-resolved estimated synthetic 4D-CTs for dose reconstruction of lung tumor treatments at a 0.35 T MR-linac
Moritz Rabe
,
Chiara Paganelli
,
Henning Peter Schmitz
,
Giorgia Meschini
,
Marco Riboldi
,
Jan Hofmaier
,
Lukas Nierer-Kohlhase
,
Julien Dinkel
,
Michael Reiner
,
Katia Parodi
,
Claus Belka
,
Guillaume Landry
,
Christopher Kurz
,
Florian Kamp
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URL
Deep learning based automatic segmentation of organs-at-risk for 0.35 T MRgRT of lung tumors
Marvin F Ribeiro
,
Sebastian Marschner
,
Maria Raedler
,
Moritz Rabe
,
Stefanie Corradini
,
Claus Belka
,
Marco Riboldi
,
Guillaume Landry
,
Christopher Kurz
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Development of integration mode proton imaging with a single CMOS detector for a small animal irradiation platform
Katrin Schnürle
,
Jonathan Bortfeldt
,
Franz Siegfried Englbrecht
,
Chiara Gianoli
,
Jens Hartmann
,
Petter Hofverberg
,
Sebastian Meyer
,
Katharina Niepel
,
Indra Yohannes
,
Marie Vidal
,
Guillaume Landry
,
Joël Hérault
,
Jörg Schreiber
,
Katia Parodi
,
Matthias Würl
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DOI
URL
Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy
Elia Lombardo
,
Moritz Rabe
,
Yuqing Xiong
,
Lukas Nierer
,
Davide Cusumano
,
Lorenzo Placidi
,
Luca Boldrini
,
Stefanie Corradini
,
Maximilian Niyazi
,
Michael Reiner
,
Claus Belka
,
Christopher Kurz
,
Marco Riboldi
,
Guillaume Landry
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DOI
Experimental comparison of linear regression and LSTM motion prediction models for MLC-tracking on an MRI-linac
Elia Lombardo
,
Paul Z. Y. Liu
,
David E. J. Waddington
,
James Grover
,
Brendan Whelan
,
Esther Wong
,
Michael Reiner
,
Stefanie Corradini
,
Claus Belka
,
Marco Riboldi
,
Christopher Kurz
,
Guillaume Landry
,
Paul J. Keall
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DOI
Feasibility of CycleGAN enhanced low dose CBCT imaging for prostate radiotherapy dose calculation
Ivy Chan
,
Minglun Li
,
Katia Parodi
,
Claus Belka
,
Guillaume Landry
,
Christopher Kurz
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Intra-frame motion deterioration effects and deep-learning-based compensation in MR-guided radiotherapy
Zhuojie Sui
,
Prasannakumar Palaniappan
,
Jakob Brenner
,
Chiara Paganelli
,
Christopher Kurz
,
Guillaume Landry
,
Marco Riboldi
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DOI
Patient-specific transfer learning for auto-segmentation in adaptive 0.35 T MRgRT of prostate cancer: A bi-centric evaluation
M. Kawula
,
I. Hadi
,
L. Nierer
,
M. Vagni
,
D. Cusumano
,
L. Boldrini
,
L. Placidi
,
S. Corradini
,
C. Belka
,
G. Landry
,
C. Kurz
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DOI
URL
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