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SMuK 2023 – wissenschaftliches Programm

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ST: Fachverband Strahlen- und Medizinphysik

ST 8: AI Topical Day – AI in Medicine (joint session ST/AKPIK)

Donnerstag, 23. März 2023, 14:00–15:30, ZEU/0146

14:00 ST 8.1 Multimodal image registration with deep learning — •Alexander Ratke, Christian Bäumer, Kevin Kröninger, and Bernhard Spaan
14:15 ST 8.2 Position reconstruction in proton therapy with proton radiography and machine learning — •Jolina Zillner, Carsten Burgard, Jana Hohmann, Kevin Kröninger, Florian Mentzel, Olaf Nackenhorst, Isabelle Schilling, Hendrik Speiser, and Jens Weingarten
14:30 ST 8.3 Event identification in the SiFi-CC Compton camera for imaging prompt gamma rays in proton therapy via deep neural networks — •Alexander Fenger, Ronja Hetzel, Jonas Kasper, George Farah, Achim Stahl, and Aleksandra Wrońska
14:45 ST 8.4 Selection of Compton events in the SiFi-CC camera using convolutional neural networks — •George Farah, Ronja Hetzel, Jonas Kasper, Alexander Fenger, Achim Stahl, and Aleksandra Wrońska
  15:00 ST 8.5 The contribution has been withdrawn.
15:15 ST 8.6 Thermoluminescence glow curve generation using generative adversarial networks (GANs) — •Evelin Derugin, Olaf Nackenhorst, Florian Mentzel, Jens Weingarten, Kevin Kröninger, and Jörg Walbersloh
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