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.