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physics.med-ph2024
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations
Daan Kuppens, Sebastiano Barbieri, Daisy van den Berg +4
Deep learning has proven to be a suitable alternative to least-squares (LSQ) fitting for parameter estimation in various quantitative MRI (QMRI) models. However, current deep learn…
physics.med-ph2020
Wide-Field Mueller Polarimetry of Brain Tissue Sections for Visualization of White Matter Fiber Tracts
Philippe Schucht, Hee Ryung Lee, Mohammed Hachem Mezouar +8
Identification of white matter fiber tracts of the brain is crucial for delineating the tumor border during neurosurgery. A custom-built Mueller polarimeter was used in reflection…