Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
Author(s)
Meißner, Tobias
Collection
AG UniversitätsverlageLanguage
EnglishAbstract
Intraoperative Gamma Cameras are becoming increasingly common for radio-guided surgery. Coded Aperture Imaging has been proposed as a collimation technique, because it offers a better trade-off between sensitivity and spatial resolution, but requires image reconstruction. Therefore, a Convolutional Encoder-Decoder Network was developed and quantitatively compared with analytical methods. Furthermore, 3D-localization of point-like sources was investigated.
Keywords
Machine Learning; Image Reconstruction; Coded Aperture Imaging; Radio-guided Surgery; Gamma Camera; Maschinelles Lernen; Bildrekonstruktion; Kodierte Apertur; Sonden-geführte Eingriffe; Gamma-KameraDOI
10.5445/KSP/1000176008ISBN
9783731513940Publisher
KIT Scientific PublishingPublisher website
https://www.ksp.kit.edu/index.php?link=shop&sort=allPublication date and place
Karlsruhe, 2024Series
Karlsruhe transactions on biomedical engineering, 26Classification
Electrical engineering