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Hemelb Acceleration and Visualization for Cerebral Aneurysms
- Source :
- ICIP
- Publication Year :
- 2019
- Publisher :
- IEEE Computer Society, 2019.
-
Abstract
- A weakness in the wall of a cerebral artery causing a dilation or ballooning of the blood vessel is known as a cerebral aneurysm. Optimal treatment requires fast and accurate diagnosis of the aneurysm. HemeLB is a fluid dynamics solver for complex geometries developed to provide neurosurgeons with information related to the flow of blood in and around aneurysms. On a cost efficient platform, HemeLB could be employed in hospitals to provide surgeons with the simulation results in real-time. In this work, we developed an improved version of HemeLB for GPU implementation and result visualization. A visualization platform for smooth interaction with end users is also presented. Finally, a comprehensive evaluation of this implementation is reported. The results demonstrate that the proposed implementation achieves a maximum performance of 15,168,964 site updates per second, and is capable of speeding up HemeLB for deployment in hospitals and clinical investigations. - 2019 IEEE. This paper was made possible by National Priorities Research Program (NPRP) grant No. 5-792-2-328 from the Qatar National Research Fund (a member of Qatar Foundation). The statements made herein are solely the responsibility of the authors. Scopus
- Subjects :
- FOS: Computer and information sciences
HemeLB
Computer science
Computer Vision and Pattern Recognition (cs.CV)
Cerebral arteries
Computer Science - Computer Vision and Pattern Recognition
GPU
FOS: Physical sciences
02 engineering and technology
03 medical and health sciences
Computer Science - Graphics
0302 clinical medicine
Data visualization
Aneurysm
0202 electrical engineering, electronic engineering, information engineering
medicine
Simulation
Cerebral aneurysm
Visualization
business.industry
Computational Physics (physics.comp-ph)
Solver
medicine.disease
Graphics (cs.GR)
medicine.anatomical_structure
Dilation (morphology)
020201 artificial intelligence & image processing
business
Physics - Computational Physics
030217 neurology & neurosurgery
Blood vessel
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- ICIP
- Accession number :
- edsair.doi.dedup.....432075dab7bf1d183d1d2f6996aa1660