2 papers
physics.med-ph2026
Physics-Assisted Deep Learning Denoising for Stabilized IMPULSED dMRI Microenvironment Parameter Fitting
Wen Li, Yan Dai, Arely Perez Rodriguez +3
Diffusion-weighted MRI (dMRI) is a powerful tool for quantifying cellular microenvironment parameters. This study proposes a physics-assisted deep learning (DL)-based denoising fra…
physics.med-ph2026
Investigating the Uncertainty of Cellular Microenvironment Parameter Estimations via Diffusion MRI Cytometry
Wen Li, Yan Dai, Arely Perez Rodriguez +3
This study aims to identify cell microenvironment parameters that can be robustly estimated from IMPULSED diffusion MRI signals and to develop a reliable mapping-based estimation f…