Research Projects

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Shape Analysis

Analysis approaches to quantify shape differences.

Histology

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.

Osteoarthritis

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

Pediatric Airway Analysis

Approaches to quantify pediatric airways.

Topology

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