A data‐driven T 2 relaxation analysis approach for myelin water imaging: Spectrum analysis for multiple exponentials via experimental condition oriented simulation (SAME‐ECOS)

Volume: 87, Issue: 2, Pages: 915 - 931
Published: Sep 7, 2021
Abstract
The decomposition of multi-exponential decay data into a T2 spectrum poses substantial challenges for conventional fitting algorithms, including non-negative least squares (NNLS). Based on a combination of the resolution limit constraint and machine learning neural network algorithm, a data-driven and highly tailorable analysis method named spectrum analysis for multiple exponentials via experimental condition oriented simulation (SAME-ECOS) was...
Paper Details
Title
A data‐driven T 2 relaxation analysis approach for myelin water imaging: Spectrum analysis for multiple exponentials via experimental condition oriented simulation (SAME‐ECOS)
Published Date
Sep 7, 2021
Volume
87
Issue
2
Pages
915 - 931
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