Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
Materialtyp:
ArtikelSerie: Utgivningsinformation: Karlsruhe KIT Scientific Publishing 2024Beskrivning: 1 electronic resource (220 p.)Innehållstyp: - text
- computer
- online resource
- 9783731513940
- Technology, Engineering, Agriculture, Industrial processes
- Energy technology and engineering
- Electrical engineering
- Bildrekonstruktion
- Coded Aperture Imaging
- Gamma Camera
- Gamma-Kamera
- Image Reconstruction
- Kodierte Apertur
- Machine Learning
- Maschinelles Lernen
- Radio-guided Surgery
- Sonden-geführte Eingriffe
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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.
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Creative Commons Licence cc by-sa cc https://creativecommons.org/licenses/by-sa/4.0/
eng
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