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Leveraging the national cyberinfrastructure for biomedical research
Richard LeDuc1, Matthew Vaughn, John M Fonner
1National Center for Genome Analysis Support, Indiana University, Bloomington, Indiana, USA.
Journal of the American Medical Informatics Association : JAMIA
|August 22, 2013
Summary
Biomedical researchers can leverage national cyberinfrastructure for big data challenges. Specialized portals and support can make these powerful computing resources accessible for genomics and medical informatics.
Area of Science:
- Biomedical Informatics
- Computational Science
- Cyberinfrastructure
Background:
- National cyberinfrastructure, comprising supercomputers and high-speed networks, is underutilized by biomedical researchers.
- Existing cyberinfrastructure has been extensively used in fields like physics, astronomy, and climatology.
- The medical informatics community faces significant 'Big Data' challenges.
Purpose of the Study:
- To propose the utilization of national cyberinfrastructure for addressing big data challenges in medical informatics.
- To demonstrate the potential of existing resources like Extreme Science and Discovery Environment, Open Science Grid, and Internet2.
- To illustrate how specialized support structures can facilitate access for biomedical applications, particularly genomics.
Main Methods:
- Identifying underutilized national cyberinfrastructure resources.
- Highlighting successful applications in basic biology as a model.
- Proposing the development of specialized web portals, support centers, and virtual organizations.
- Focusing on genomics as a key area for application.
Main Results:
- National cyberinfrastructure offers economical and proven solutions for big data problems.
- Existing resources can be adapted to meet specific computational needs in biomedical research.
- Specialized interfaces and support systems are crucial for accessibility.
Conclusions:
- National-scale cyberinfrastructure presents a viable and efficient solution for big data in medical informatics.
- Adapting cyberinfrastructure through targeted support can bridge the gap for biomedical researchers.
- Genomics and other data-intensive biomedical fields can benefit significantly from these resources.
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