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Joint alignment and reconstruction of multislice dynamic MRI using variational manifold learning
Free-breathing cardiac MRI schemes are emerging as competitive alternatives to breath-held cine MRI protocols, enabling applicability to pediatric and other population groups that cannot hold their breath.
Qunatification of Metabolites in MR Spectroscopic Imaging using Machine Learning
The goal of our proposed framework is to learn the spectral features from a training set comprising of different variations of both simulated and in-vivo brain spectra and then use this learning for the subsequent metabolite quantification.
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