Jangsoon Lee

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.

Antibodies blocking PlGF or VEGF interactions with the NRP1 receptormediate anti-proliferative effects

The paper identifies antibodies that block PlGF or VEGFA interactions with NRP1, showing anti-proliferative effects in cancer cells and reduced angiogenesis.