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Proton Computed Tomography: Iterative image reconstruction and dose evaluation
- Publication Year :
- 2017
- Publisher :
- Institute of Physics Publishing Ltd., 2017.
-
Abstract
- Proton Computed Tomography (pCT) is a medical imaging method with a potential for increasing accuracy of treatment planning and patient positioning in hadron therapy. A pCT system based on a Silicon microstrip tracker and a YAG:Ce crystal calorimeter has been developed within the INFN Prima-RDH collaboration. The prototype has been tested with a 175 MeV proton beam at The Svedberg Laboratory (Uppsala, Sweden) with the aim to reconstruct and characterize a tomographic image. Algebraic iterative reconstruction methods (ART), together with the most likely path formalism, have been used to obtain tomographies of an inhomogeneous phantom to eventually extract density and spatial resolutions. These results will be presented and discussed together with an estimation of the average dose delivered to the phantom and the dependence of the image quality on the dose. Due to the heavy computation load required by the algebraic algorithms the reconstruction programs have been implemented to fully exploit the high calculation parallelism of Graphics Processing Units. An extended field of view pCT system is in an advanced construction stage. This apparatus will be able to reconstruct objects of the size of a human head making possible to characterize this pCT approach in a pre-clinical environment.
- Subjects :
- medicine.medical_specialty
Image quality
Image processing
Iterative reconstruction
01 natural sciences
Imaging phantom
The Svedberg Laboratory
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Instrumentation for hadron therapy
0103 physical sciences
Medical imaging
medicine
Computer vision
Medical physics
Instrumentation
Image resolution
Mathematical Physics
Physics
010308 nuclear & particles physics
business.industry
Artificial intelligence
Tomography
Medical-image reconstruction methods and algorithms, computer-aided software
Instrumentation for particle-beam therapy
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....0be56406d941e3eb928ffbe9be4e49f1