Md Murad Hossain

VESTA: Machine Learning-Enabled Estimation of ViscoElastic Ratios from On-Axis Spatio-Temporal ARFI Features

VESTA predicts tissue elasticity and viscosity ratios from ARFI features using a two-stage ML pipeline, showing accuracy in simulated and experimental settings.

APRIL: Adaptive Regression-Based Two-Dimensional Quantitative Anisotropy Imaging Using Acoustic Radiation Force Impulse

This paper introduces APRIL, a method for 2D depth-resolved anisotropy imaging using ARFI, achieving SMR prediction errors below 9% and SSIM up to 86% in heterogeneous phantoms.

Functional ultrasound (fUS) imaging of displacement-guided focused ultrasound (FUS) neuromodulation in mice

This study uses functional ultrasound imaging to monitor brain tissue displacement and hemodynamic responses during focused ultrasound neuromodulation in mice, showing a correlation between displacement and cerebral blood volume changes.