Integration of a neuroimaging processing pipeline into a pan-canadian computing grid
Creators
- 1. Centre de recherche de l'institut de gériatrie de Montréal, Montréal, CA (United States)
- 2. McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montréal, CA (Canada)
- 3. Virginia Tech Carilion Research Institute, Roanoke, VA (United States)
- 4. Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, DE (United States)
- 5. Section of Functional Imaging Methods, Laboratory of Brain and Cognition, NIMH, NIH, Bethesda (United States)
- 6. Mind, Brain Imaging and Neuroethics Unit, Institute of Mental Health Research, Royal Ottawa Health Care Group, University of Ottawa, Ottawa, CA (Canada)
Description
The ethos of the neuroimaging field is quickly moving towards the open sharing of resources, including both imaging databases and processing tools. As a neuroimaging database represents a large volume of datasets and as neuroimaging processing pipelines are composed of heterogeneous, computationally intensive tools, such open sharing raises specific computational challenges. This motivates the design of novel dedicated computing infrastructures. This paper describes an interface between PSOM, a code-oriented pipeline development framework, and CBRAIN, a web-oriented platform for grid computing. This interface was used to integrate a PSOM-compliant pipeline for preprocessing of structural and functional magnetic resonance imaging into CBRAIN. We further tested the capacity of our infrastructure to handle a real large-scale project. A neuroimaging database including close to 1000 subjects was preprocessed using our interface and publicly released to help the participants of the ADHD-200 international competition. This successful experiment demonstrated that our integrated grid-computing platform is a powerful solution for high-throughput pipeline analysis in the field of neuroimaging.
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-6596/341/1/012032Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. Conference Series (Online)
- Journal Volume
- 341
- Journal Issue
- 1
- Journal Page Range
- [18 p.]
- ISSN
- 1742-6596
Conference
- Title
- High performance computing symposium 2011
- Dates
- 15-17 Jun 2011
- Place
- Montreal (Canada)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 43105170
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- CANADA; COMPUTER ARCHITECTURE; COMPUTER CALCULATIONS; COMPUTER NETWORKS; DATA TRANSMISSION; DATA TRANSMISSION SYSTEMS; DATASETS; DESIGN; DISTRIBUTED DATA PROCESSING; IMAGE PROCESSING; MATHEMATICAL SOLUTIONS; NMR IMAGING; PARALLEL PROCESSING; REAL TIME SYSTEMS
- Descriptors DEC
- COMMUNICATIONS; DATA PROCESSING; DEVELOPED COUNTRIES; DIAGNOSTIC TECHNIQUES; DOCUMENT TYPES; NORTH AMERICA; PROCESSING; PROGRAMMING