Deep-learning-based deformable image registration of head CT and MRI scans

This work is motivated by the lack of publications on the direct application of multimodal image registration with deep-learning techniques for the enhancement of treatment planning in particle therapy. An unsupervised workflow, which seeks to improve image alignment, was developed and evaluated for...

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Bibliographic Details
Main Authors: Alexander Ratke, Elena Darsht, Feline Heinzelmann, Kevin Kröninger, Beate Timmermann, Christian Bäumer
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2023.1292437/full