3 papers
cs.LG2026
Learning-Based Estimation of Spatially Resolved Scatter Radiation Fields in Interventional Radiology
Felix Lehner, Pasquale Lombardo, Susana Castillo +2
We present three variants of a lightweight, fully connected artificial neural network, suited for interactive estimation of three-dimensional, spatially resolved volumes of scatter…
cs.LG2026
RadField3D: A Data Generator and Data Format for Deep Learning in Radiation-Protection Dosimetry for Medical Applications
Felix Lehner, Pasquale Lombardo, Susana Castillo +2
In this research work, we present our open-source Geant4-based Monte-Carlo simulation application, called RadField3D, for generating threedimensional radiation field datasets for d…
physics.med-ph2025
Active Eye Lens Dosimetry With Dosepix: Influence of Measurement Position and Lead Glass Shielding
Leonie Ullmann, Florian BeiÃer, Rolf Behrens +7
In this work, the effect of the measurement position on measurements of of a new active eye lens dosemeter prototype based on the Dosepix detector is examined. A co…