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Introduction to Medical Image Registration with DeepReg, Between Old and New (2009.01924v2)
Published 29 Aug 2020 in eess.IV, cs.CV, cs.LG, and cs.MS
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.