Procedia - Social and Behavioral Sciences · 2013 · 11 citations · 9 references
Life SciencesBiomedical InformaticsNeuroscienceBiomedical ImagingComputational NeuroscienceScientific VisualizationBrain ImagingImaging Data ManagementNeural Data AnalysisVisual Analytics For Scientific DataComputational Neuroscience ModelsData Management PlatformsGrid InfrastructureInformation ServicesNeuroimaging VisualizationProvenance TrackingScientific Workflow ManagementScientific Workflow Provenance
Recent developments in data management and imaging technologies have significantly affected diagnostic and extrapolative research in the understanding of neurodegenerative diseases. However, the impact of these new technologies is largely dependent on the speed and reliability with which the medical data can be visualised, analysed and interpreted. The EU's neuGRID for Users (N4U) is a follow-on project to neuGRID, which aims to provide an integrated environment to carry out computational neuroscience experiments. This paper reports on the design and development of the N4U Analysis Base and related Information Services, which addresses existing research and practical challenges by offering an integrated medical data analysis environment with the necessary building blocks for neuroscientists to optimally exploit neuroscience workflows, large image datasets and algorithms in order to conduct analyses. The N4U Analysis Base enables such analyses by indexing and interlinking the neuroimaging and clinical study datasets stored on the N4U Grid infrastructure, algorithms and scientific workflow definitions along with their associated provenance information.
9
The extensible neuroimaging archive toolkit
Daniel S. Marcus, Timothy R. Olsen, Mohana Ramaratnam et al. · Neuroinformatics · 2007 · 475 citations
Swift: Fast, Reliable, Loosely Coupled Parallel Computation
Yong Zhao, Mihael Hategan, Ben Clifford et al. · 2007 · 355 citations
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
Chris Hinrichs, Vikas Singh, Lopamudra Mukherjee et al. · NeuroImage · 2009 · 225 citations