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Principal Investigator
Name
Lok Ming Lui
Degrees
Ph.D.
Institution
The Chinese University of Hong Kong
Position Title
Associate Professor
Email
About this Project
Study
NLST (Learn more about this study)
Project ID
NLST-569
Title
CNN-Driven Quasiconformal Model for Large Deformation Image Registration
Summary

This project attempts to perform a large deformation image registration with convolution neural network. For the sake of well-posedness, there are certain mathematical constraints. For instance, the registration has to be deformable, bijective and orientation preserving. Unlike other existing method, this project will challenge some real medical examples of extreme deformation that other methods never could.

Aims

Show that our novel model can deal with extremely large deformation image registration.
Show how CNN could aid the process.

Collaborators

Lok Ming, LUI, The Chinese University of Hong Kong
Ka Chun, LAM, California Institute of Technology