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Introduction to Medical Image Registration with DeepReg, Between Old and New

2020-08-29 19:44:23
N. Montana Brown, Y. Fu, S. U. Saeed, A. Casamitjana, Z. M. C. Baum, R. Delaunay, Q. Yang, A. Grimwood, Z. Min, E. Bonmati, T. Vercauteren, M. J. Clarkson, Y. Hu
arXiv_CV
     
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.

Abstract (translated)

URL

https://arxiv.org/abs/2009.01924

PDF

https://arxiv.org/pdf/2009.01924.pdf

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