Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras

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...

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Príomhchruthaitheoir: Meißner, Tobias
Formáid: Online
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Foilsithe / Cruthaithe: KIT Scientific Publishing 2025
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Rochtain ar líne:https://library.oapen.org/handle/20.500.12657/98207
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author Meißner, Tobias
author_browse Meißner, Tobias
author_facet Meißner, Tobias
author_sort Meißner, Tobias
collection Directory of Open Access Books
description 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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institution Directory of Open Access Books
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publishDate 2025
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publisherStr KIT Scientific Publishing
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spelling doab-20.500.12854ir-1521632025-05-27T08:08:20Z Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras Meißner, Tobias Machine Learning; Image Reconstruction; Coded Aperture Imaging; Radio-guided Surgery; Gamma Camera; Maschinelles Lernen; Bildrekonstruktion; Kodierte Apertur; Sonden-geführte Eingriffe; Gamma-Kamera thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering 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. 2025-02-17T06:56:48Z 2025-02-17T06:56:48Z 2025-02-05T09:42:39Z 2024 book https://library.oapen.org/handle/20.500.12657/98207 9783731513940 https://directory.doabooks.org/handle/20.500.12854/152163 eng Karlsruhe transactions on biomedical engineering open access image/jpeg image/jpeg image/jpeg Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International https://library.oapen.org/bitstream/20.500.12657/98207/1/development-and-evaluation-of-coded-aperture-reconstruction-methods-for-intraoperative-gamma-cameras.pdf https://library.oapen.org/bitstream/20.500.12657/98207/1/development-and-evaluation-of-coded-aperture-reconstruction-methods-for-intraoperative-gamma-cameras.pdf https://library.oapen.org/bitstream/20.500.12657/98207/1/development-and-evaluation-of-coded-aperture-reconstruction-methods-for-intraoperative-gamma-cameras.pdf KIT Scientific Publishing 10.5445/KSP/1000176008 10.5445/KSP/1000176008 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731513940 AG Universitätsverlage 220 Karlsruhe open access
spellingShingle Machine Learning; Image Reconstruction; Coded Aperture Imaging; Radio-guided Surgery; Gamma Camera; Maschinelles Lernen; Bildrekonstruktion; Kodierte Apertur; Sonden-geführte Eingriffe; Gamma-Kamera
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
Meißner, Tobias
Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title_full Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title_fullStr Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title_full_unstemmed Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title_short Development and Evaluation of Coded Aperture Reconstruction Methods for Intraoperative Gamma Cameras
title_sort development and evaluation of coded aperture reconstruction methods for intraoperative gamma cameras
topic Machine Learning; Image Reconstruction; Coded Aperture Imaging; Radio-guided Surgery; Gamma Camera; Maschinelles Lernen; Bildrekonstruktion; Kodierte Apertur; Sonden-geführte Eingriffe; Gamma-Kamera
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
topic_facet Machine Learning; Image Reconstruction; Coded Aperture Imaging; Radio-guided Surgery; Gamma Camera; Maschinelles Lernen; Bildrekonstruktion; Kodierte Apertur; Sonden-geführte Eingriffe; Gamma-Kamera
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
url https://library.oapen.org/handle/20.500.12657/98207
work_keys_str_mv AT meißnertobias developmentandevaluationofcodedaperturereconstructionmethodsforintraoperativegammacameras