Analysis approaches to quantify shape differences.
Analysis approaches for histology images; in particular, for appearance normalization.
Deformable image registration approaches via numerical optimization and deep learning.
We have developed multiple image segmentation methods.
Image analysis approaches for the quantitative analysis of osteoarthritis in the knee.
Approaches to quantify pediatric airways.
Topological analysis approaches, with a recent focus on integrating deep learning with topology.