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Found 10 papers, 3 papers with code
A Maturity Model for Operations in Neuroscience Research
We propose establishing a five-level capability maturity model for operations in neuroscience research.
A labeled Clinical-MRI dataset of Nigerian brains
We describe a Magnetic Resonance Imaging (MRI) dataset from individuals from the African nation of Nigeria.
The Past, Present, and Future of the Brain Imaging Data Structure (BIDS)
The Brain Imaging Data Structure (BIDS) is a community-driven standard for the organization of data and metadata from a growing range of neuroscience modalities.
Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
We develop an efficient optimization strategy for this extremely high-dimensional sparse problem, by reducing the number of parameters using a greedy algorithm designed specifically for the problem.
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
Recently, linear formulations and convex optimization methods have been proposed to predict diffusion-weighted Magnetic Resonance Imaging (dMRI) data given estimates of brain connections generated using tractography algorithms.
Sparse multiway decomposition for analysis and modeling of diffusion imaging and tractography
The number of neuroimaging data sets publicly available is growing at fast rate.
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain
Diffusion-weighted magnetic resonance imaging (DWI) and fiber tractography are the only methods to measure the structure of the white matter in the living human brain.
Quantifying error in estimates of human brain fiber directions using Earth Mover's Distance
To elucidate the structure of these connections, algorithms for tracking bundles of axonal fibers through the subcortical white matter rely on local estimates of the fiber orientation distribution function (fODF) in different parts of the brain.
Deconvolution of High-Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain
Diffusion-weighted magnetic resonance imaging (DWI) and fiber tractography are the only methods to measure the structure of the white matter in the living human brain.
