Introduction to Medical Image Registration with DeepReg, Between Old and New
This is an incremental tutorial aimed at practitioners and researchers in medical imaging to facilitate learning and application of image registration techniques.
The paper provides a tutorial for medical image registration using the DeepReg package, covering both classical optimization-based and newer deep learning methods with step-by-step coding examples on real medical data.
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.