Exploring the performance of implicit neural representations for brain image registration

Abstract Pairwise image registration is a necessary prerequisite for brain image comparison and data integration in neuroscience and radiology. In this work, we explore the efficacy of implicit neural representations (INRs) in improving the performance of brain image registration in magnetic resonan...

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Bibliographic Details
Main Authors: Michal Byra, Charissa Poon, Muhammad Febrian Rachmadi, Matthias Schlachter, Henrik Skibbe
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44517-5