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Evolution of grid-based services for Diffusion Tensor Image analysis

delete2012-10-01
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PRE
AI
M
Matthan W.A. Caan *
S
Shayan Shahand
F
Frans M. Vos
A
Antoine H. C. van Kampen
S
Sílvia D. Olabarriaga
DOI:10.1016/j.future.2012.03.007delete
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Abstract

Abstract

En 中文
Analyzing Diffusion Tensor Image data of the human brain of large study groups is complex and demands new, sophisticated and computationally intensive pipelines that can efficiently be executed. We present our progress over the past five years in the development and porting of the DTI analysis pipeline to a grid infrastructure. Starting with simple jobs submitted from the command-line, we moved towards a workflow-based implementation and finally into the e-BioInfra Gateway, which offers a web interface for the execution of selected biomedical data analysis software on the Dutch Grid. This gateway is currently being actively used by neuroscientists and for educational purposes. (C) 2012 Elsevier B.V. All rights reserved.
Keywords:
Diffusion Tensor Imaging
Grid computing
e-science
Workflow
e-infrastructure
Grid front-end
Medical imaging
Scientific gateway

Journal

F
Future Generation Computer Systems-The International Journal of eScience
IF:
6.1
Papers:
6.8K
Citations:
2.3W

Organization

A
academic medical center amsterdam
Scholars:
1.5W
Papers: 1.3W
Citations: 17
U
university of amsterdam
Scholars:
6.0W
Papers: 5.1W
Citations: 94