Separation of Water Components from Multi-Echo MRI Data Using Deep Learning-Assisted Subspace Modeling.
MRI data acquired using multi-echo spin-echo or gradient-echo sequences contain "encoded" water signals from various tissue compartments, i.e., myelin, axon, and extracellular space. Accurate separation of these components is desirable for tissue characterization in healthy and diseased states. However, this signal dec...