Deep learning with diffusion basis spectrum imaging for classification of multiple sclerosis lesions
Sign Up to like & getrecommendations! Published in 2020 at "Annals of Clinical and Translational Neurology"
DOI: 10.1002/acn3.51037
Abstract: Multiple sclerosis (MS) lesions are heterogeneous with regard to inflammation, demyelination, axonal injury, and neuronal loss. We previously developed a diffusion basis spectrum imaging (DBSI) technique to better address MS lesion heterogeneity. We hypothesized that… read more here.
Keywords: basis spectrum; spectrum imaging; deep learning; multiple sclerosis ... See more keywords
Empirical Comparison of Diffusion Kurtosis Imaging and Diffusion Basis Spectrum Imaging Using the Same Acquisition in Healthy Young Adults
Sign Up to like & getrecommendations! Published in 2017 at "Frontiers in Neurology"
DOI: 10.3389/fneur.2017.00118
Abstract: As diffusion tensor imaging gains widespread use, many researchers have been motivated to go beyond the tensor model and fit more complex diffusion models, to gain a more complete description of white matter microstructure and… read more here.
Keywords: diffusion; basis spectrum; kurtosis; kurtosis imaging ... See more keywords