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Other resources on image registration
A comprehensive list of image registration related books, papers, videos, and toolboxes, maintained by Yuwen Yang and others.
A list of medical image registration papers and source codes, maintained by MICCAI SIG-BIR (Special Interest Group Biomedical Image Registration).
An overview of registration challenges, including data sets.
Deep Learning - Image Registration for Medical Datasets, From SimpleElastix to Spatial Transformer Networks.
Written by Charlie O'Neill, February 22, 2023. (When trying to code examples, please note that SimpleElastix is now a part of SimpleITK. Elastix is can also be used in Python by installing ITKElastix.)
The book Medical Image Analysis
Edited by Alejandro F. Frangi, Jerry L. Prince and Milan Sonka, 2023. Part IV - Medical image registration, and Chapter 19, Machine learning in image registration (Bob D. de Vos, Hessam Sokooti, Marius Staring, Ivana Išgum) are especially relevant.
A presentation at the Workshop on Biomedical Image Registration (WBIR) by Veronika A. Zimmer, Huaqi Qiu, Vasiliki Sideri-Lampretsa.
by Min Chen, Nicholas J. Tustison, Rohit Jena, and James C. Gee, from the book Machine Learning for Brain Disorders, 2023.