3 papers
eess.IV2026
Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
Ziyang Huang, Bingyan Li, Chen Ma +6
Clinicians lack a principled framework to quantify diagnostic utility in ultrasound reconstructions. Existing standards like PSNR and VGG-LPIPS are inadequate, failing to account f…
cs.CV2025
Adaptive Particle-Based Shape Modeling for Anatomical Surface Correspondence
Hong Xu, Shireen Y. Elhabian
Particle-based shape modeling (PSM) is a family of approaches that automatically quantifies shape variability across anatomical cohorts by positioning particles (pseudo landmarks)…
cs.CV2024
Optimization-Driven Statistical Models of Anatomies using Radial Basis Function Shape Representation
Hong Xu, Shireen Y. Elhabian
Particle-based shape modeling (PSM) is a popular approach to automatically quantify shape variability in populations of anatomies. The PSM family of methods employs optimization to…