MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT
Louis Parsonson, Li Bai, Laurence Bourn, Atif Bajwa, Soeren Grimm
2011
Abstract
In this paper we present a cloud computing environment for medical imaging which deals with the issues of scaling a traditionally single-user solution to a software-as-a-service solution. We will first introduce volume rendering for medical imaging, and the issues with volume rendering of medical images on the cloud. We will then describe our method for accelerating CPU based volume rendering on the cloud and for scaling the system to a software-as-a-service solution.
References
- Jaekel M., Pott H., 2010, Cloud Computing - Software as a Service in Practice, Siemens
- Jaekel M., Pott H., 2010, Cloud Computing - Software as a Service in Practice, Siemens
- Jaekel M., Luhn A., 2009, Cloud Computing - Business Models, Value Creation Dynamics and Advantages for Customers, Siemens.
- Jaekel M., Luhn A., 2009, Cloud Computing - Business Models, Value Creation Dynamics and Advantages for Customers, Siemens.
- Shen, R., Boulanger, P., 2007, Hardware-accelerated volume rendering for real-time medical data visualization, Lecture Notes in Computer Science, Volume 4842/2007, 801-810.
- Shen, R., Boulanger, P., 2007, Hardware-accelerated volume rendering for real-time medical data visualization, Lecture Notes in Computer Science, Volume 4842/2007, 801-810.
- Heng, Y., Gu, L., 2005, GPU-based Volume Rendering for Medical Image Visualization, Engineering in Medicine and Biology Society, IEEE-EMBS 2005. pp. 5145- 5148.
- Heng, Y., Gu, L., 2005, GPU-based Volume Rendering for Medical Image Visualization, Engineering in Medicine and Biology Society, IEEE-EMBS 2005. pp. 5145- 5148.
- Grimm S., Bruckner S., Kanitsar A., Gröller E., 2004, A refined data addressing and processing scheme to accelerate volume raycasting, Institute of Computer Graphics and Algorithms, Vienna University of Technology, Computers & Graphics 28, 2004, pp 719- 729
- Grimm S., Bruckner S., Kanitsar A., Gröller E., 2004, A refined data addressing and processing scheme to accelerate volume raycasting, Institute of Computer Graphics and Algorithms, Vienna University of Technology, Computers & Graphics 28, 2004, pp 719- 729
- Kruger, J., Westermann, R., 2003, Acceleration Techniques for GPU-based Volume Rendering, Computer Graphics and Visualisation Group, Technical University Munich.
- Kruger, J., Westermann, R., 2003, Acceleration Techniques for GPU-based Volume Rendering, Computer Graphics and Visualisation Group, Technical University Munich.
- Meissner M., Grimm S., Strasser W., Packer J., Latimer D., Parallel volume rendering on a single-chip SIMD architecture, IEEE 2001 symposium on parallel and large-data visualization and graphics, San Diego, California, USA.
- Meissner M., Grimm S., Strasser W., Packer J., Latimer D., Parallel volume rendering on a single-chip SIMD architecture, IEEE 2001 symposium on parallel and large-data visualization and graphics, San Diego, California, USA.
- Dachille F., Kreeger K., Baoquan C., Bitter I., Kaufman A., 1998, High-Quality Volume Rendering Using Texture Mapping Hardware, ACM SIGGRAPH/ EUROGRAPHICS workshop on Graphics hardware, Lisbon, Portugal, 1998.
- Dachille F., Kreeger K., Baoquan C., Bitter I., Kaufman A., 1998, High-Quality Volume Rendering Using Texture Mapping Hardware, ACM SIGGRAPH/ EUROGRAPHICS workshop on Graphics hardware, Lisbon, Portugal, 1998.
- Drebin, R., Carpenter, L., Hanrahan, P., 1988, Volume rendering, SIGGRAPH 7888 Proceedings of the 15th annual conference on Computer graphics and interactive techniques, Atlanta, Georgia, 1988.
- Drebin, R., Carpenter, L., Hanrahan, P., 1988, Volume rendering, SIGGRAPH 7888 Proceedings of the 15th annual conference on Computer graphics and interactive techniques, Atlanta, Georgia, 1988.
- Roth S., 1982, Ray Casting for Modelling Solids, Computer Graphics and Image Processing, Volume 18, pp. 109-144.
- Roth S., 1982, Ray Casting for Modelling Solids, Computer Graphics and Image Processing, Volume 18, pp. 109-144.
Paper Citation
in Harvard Style
Parsonson L., Bai L., Bourn L., Bajwa A. and Grimm S. (2011). MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT . In Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8425-52-2, pages 327-332. DOI: 10.5220/0003383803270332
in Harvard Style
Parsonson L., Bai L., Bourn L., Bajwa A. and Grimm S. (2011). MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT . In Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8425-52-2, pages 327-332. DOI: 10.5220/0003383803270332
in Bibtex Style
@conference{closer11,
author={Louis Parsonson and Li Bai and Laurence Bourn and Atif Bajwa and Soeren Grimm},
title={MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT},
booktitle={Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2011},
pages={327-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003383803270332},
isbn={978-989-8425-52-2},
}
in Bibtex Style
@conference{closer11,
author={Louis Parsonson and Li Bai and Laurence Bourn and Atif Bajwa and Soeren Grimm},
title={MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT},
booktitle={Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2011},
pages={327-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003383803270332},
isbn={978-989-8425-52-2},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT
SN - 978-989-8425-52-2
AU - Parsonson L.
AU - Bai L.
AU - Bourn L.
AU - Bajwa A.
AU - Grimm S.
PY - 2011
SP - 327
EP - 332
DO - 10.5220/0003383803270332
in EndNote Style
TY - CONF
JO - Proceedings of the 1st International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - MEDICAL IMAGING IN A CLOUD COMPUTING ENVIRONMENT
SN - 978-989-8425-52-2
AU - Parsonson L.
AU - Bai L.
AU - Bourn L.
AU - Bajwa A.
AU - Grimm S.
PY - 2011
SP - 327
EP - 332
DO - 10.5220/0003383803270332