Research Projects


Shape Analysis

Analysis approaches to quantify shape differences.


Analysis approaches for histology images; in particular, for appearance normalization.

Image Registration

Deformable image registration approaches via numerical optimization and deep learning.

Image Segmentation

We have developed multiple image segmentation methods.


Image analysis approaches for the quantitative analysis of osteoarthritis in the knee.

Pediatric Airway Analysis

Approaches to quantify pediatric airways.


Topological analysis approaches, with a recent focus on integrating deep learning with topology.