1. Introduction to Medical Image Registration with DeepReg, Between Old and New
- Author
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Brown, N. Montana, Fu, Y., Saeed, S. U., Casamitjana, A., Baum, Z. M. C., Delaunay, R., Yang, Q., Grimwood, A., Min, Z., Bonmati, E., Vercauteren, T., Clarkson, M. J., and Hu, Y.
- Subjects
Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Machine Learning ,Computer Science - Mathematical Software - Abstract
This document outlines a tutorial to get started with medical image registration using the open-source package DeepReg. The basic concepts of medical image registration are discussed, linking classical methods to newer methods using deep learning. Two iterative, classical algorithms using optimisation and one learning-based algorithm using deep learning are coded step-by-step using DeepReg utilities, all with real, open-accessible, medical data., Comment: Submitted to MICCAI Educational Challenge 2020
- Published
- 2020