Radiography is nowadays a common medical exam, used for diagnosing several diseases, but has the disadvantage of exposing people to a dose of radiation. For this reason, it is important to study methods for reducing such dose. In this paper we present a digital X-ray simulation tool that simulates a radiological exam on a virtual patient. The software builds a physically-realistic radiography in real-time thanks to GPGPU programming and CUDA technology. It aims to be used in radiological departments, for testing new dose reduction procedures and training health operators. We validated the software comparing the results with real radiographic images, and we tested it on different graphic cards obtaining running times that are 35 to 250 times faster than the corresponding CPU implementation.

Real-Time Simulation of Radiological Images Using CUDA Technology

GIANARIA, ELENA;
2015-01-01

Abstract

Radiography is nowadays a common medical exam, used for diagnosing several diseases, but has the disadvantage of exposing people to a dose of radiation. For this reason, it is important to study methods for reducing such dose. In this paper we present a digital X-ray simulation tool that simulates a radiological exam on a virtual patient. The software builds a physically-realistic radiography in real-time thanks to GPGPU programming and CUDA technology. It aims to be used in radiological departments, for testing new dose reduction procedures and training health operators. We validated the software comparing the results with real radiographic images, and we tested it on different graphic cards obtaining running times that are 35 to 250 times faster than the corresponding CPU implementation.
2015
2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing
Turku, Finland
4-6 March 2015
Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on
IEEE
669
673
Simulating X-ray images; Medical Imaging; Graphics Processor Unit; CUDA
Gianaria, Elena; Gallio, Elena
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1509266
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