Zeitschrift für Medizinische Physik
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Investigation of biases in convolutional neural networks for semantic segmentation using performance sensitivity analysis

2022 ◽  
Author(s):  
Daniel Güllmar ◽  
Nina Jacobsen ◽  
Andreas Deistung ◽  
Dagmar Timmann ◽  
Stefan Ropele ◽  
...  
Keyword(s):  
Neural Networks ◽  
Sensitivity Analysis ◽  
Convolutional Neural Networks ◽  
Semantic Segmentation ◽  
Performance Sensitivity

scholarly journals Risk analysis for radiotherapy at the Universitätsklinikum Erlangen

2022 ◽  
Author(s):  
Daniel Lohmann ◽  
Marga Lang-Welzenbach ◽  
Lorenz Feldberger ◽  
Ellen Sommer ◽  
Stefan Bücken ◽  
...  
Keyword(s):  
Risk Analysis

scholarly journals An MRI sequence independent convolutional neural network for synthetic head CT generation in proton therapy

2021 ◽  
Author(s):  
Lukas Zimmermann ◽  
Barbara Knäusl ◽  
Markus Stock ◽  
Carola Lütgendorf-Caucig ◽  
Dietmar Georg ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Proton Therapy ◽  
Head Ct

History of proton radiography and tomography

2021 ◽  
Author(s):  
Kenneth Hanson ◽  
Uwe Schneider
Keyword(s):  
Proton Radiography ◽  
History Of

scholarly journals Can Generative Adversarial Networks help to overcome the limited data problem in segmentation?

2021 ◽  
Author(s):  
Gerd Heilemann ◽  
Mark Matthewman ◽  
Peter Kuess ◽  
Gregor Goldner ◽  
Joachim Widder ◽  
...  
Keyword(s):  
Generative Adversarial Networks ◽  
Limited Data ◽  
Adversarial Networks ◽  
Data Problem

scholarly journals Dosimetry, Optimization and FMEA of Total Skin Electron Irradiation (TSEI)

2021 ◽  
Author(s):  
Maya Shariff ◽  
Willi Stillkrieg ◽  
Michael Lotter ◽  
Daniel Lohmann ◽  
Thomas Weissmann ◽  
...  
Keyword(s):  
Electron Irradiation

scholarly journals Editorial Board

2021 ◽  
Vol 31 (4) ◽  
pp. ii
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