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Neural network algorithms predict new diffusion MRI data for multi-compartmental analysis of brain microstructure in

Cayden Murray1, Olayinka Oladosu1, Manish Joshi2

  • 1Department of Neuroscience, University of Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, AB, Canada.

Magnetic Resonance Imaging
|April 9, 2023
PubMed
Summary

Neural networks can predict advanced brain diffusion MRI data from simpler scans, making detailed microstructure analysis feasible in clinical settings for better understanding of brain health and disease.

Keywords:
Brain microstructureConvolutional neural networkHigh angular resolution diffusion imagingMultilayer perceptronNeurite orientation dispersion and density imaging

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