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Medical Imaging
Medical imaging is one of the earliest applications to take advantage of GPU computing to get acceleration. The use of GPUs in this field has matured to the point that there are several medical modalities shipping with NVIDIA's Tesla GPUs now.
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| Accelerating Advanced MRI Reconstructions on GPUs Stone, et al |
Computed Tomography Reconstruction Batenburg, Sijbers, et al |
Key Medical Imaging ISVs and Applications Using CUDA
| ISV | DESCRIPTION | GPU ADVANTAGE |
| Digisens | 3-D imaging software for X-ray CT and Electron Tomography | Performance increase allows for reduction of radiation and increase volume of data |
| Acceleware AxRecon | Reconstruct images in real-time with no loss in image quality | 20-30x speed-up: desktop solution with the power of a cluster |
Other Medical Imaging Software/Equipment on CUDA-enabled GPUs
- CUDA Insight Toolkit: CUDA Accelerated extension of Insight Segmentation and Registration Toolkit (ITK)
- GPULib: IDL Acceleration
- AccelerEyes Jacket™ for MATLAB®
- MATLAB®
- NPP: NVIDIA Performance Primitives: Focuses on image and video processing
- Techniscan Whole Breast Ultrasound Imaging System: Success Story
- University of Tokyo Stereoscopic medical imaging system
- ITK on CUDA
- Papers on Computed Tomography
- University of Antwerp, Belgium digital tomography group
- GE Healthcare CT imaging papers: Cone-Beam back-projection and Fluoro-CT reconstruction
- Siemens Medical CT reconstruction
- A Fast And High-Quality Cone Beam Reconstruction Pipeline Using The GPU, Siemens
- High Performance Tomosynthesis Enabled via a GPU-based Iterative Reconstruction Framework, Siemens
- Klaus Mueller's Work on Medical Imaging on GPUs
- 3D Image Registration
- Fast Deformable Registration
- Cone Beam CT Toshiba Stroke Research Center and SUNY Buffalo
- High Speed 3D Tomography on CPU, GPU, and FPGA
- MRI on CUDA
- Accelerated GRAPPA Autocalibration in MRI
- MR Image Reconstruction Using the GPU, Siemens
- Fast MRI Gridding
- Advanced MRI reconstruction
- Stochastic DT-MRI Connectivity Mapping on the GPU
- Segmentation
- Registration
- Automatic CT-ultrasound Registration for Diagnostic Imaging and Image-Guided Intervention
- Interactive Model-based Image Registration
- Rendering
- Importance-driven Rendering in Interventional Imaging
- Real-time Volume Rendering for High Quality Visualization in Augmented Reality
- Medical Imaging
- Imaging and Computer Vision using GPUs: Key Functions and Libraries
- AccelerEyes Jacket™ for MATLAB®
- MATLAB®
- Tesla/CUDA Success stories
- Other Tesla Vertical Solutions
- CUDA Software development tools & libraries
- Buy Tesla
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