DRIMET: Deep registration-based 3d incompressible motion estimation in tagged-MRI with application to the tongue

Z Bian, F Xing, J Yu, M Shao, Y Liu… - … imaging with deep …, 2024 - proceedings.mlr.press
Tagged magnetic resonance imaging (MRI) has been used for decades to observe and
quantify the detailed motion of deforming tissue. However, this technique faces several …

Momentamorph: Unsupervised spatial-temporal registration with momenta, shooting, and correction

Z Bian, S Wei, Y Liu, J Chen, J Zhuo, F Xing… - … Conference on Medical …, 2023 - Springer
Tagged magnetic resonance imaging (tMRI) has been employed for decades to measure
the motion of tissue undergoing deformation. However, registration-based motion estimation …

Is registering raw tagged-MR enough for strain estimation in the era of deep learning?

Z Bian, A Alshareef, S Wei, J Chen… - Medical Imaging …, 2024 - spiedigitallibrary.org
Magnetic Resonance Imaging with tagging (tMRI) has long been utilized for quantifying
tissue motion and strain during deformation. However, a phenomenon known as tag fading …