Transfer-learning is a key ingredient to fast deep learning-based 4D liver MRI reconstruction

Abstract Time-resolved volumetric magnetic resonance imaging (4D MRI) could be used to address organ motion in image-guided interventions like tumor ablation. Current 4D reconstruction techniques are unsuitable for most interventional settings because they are limited to specific breathing phases, l...

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Bibliographic Details
Main Authors: Gino Gulamhussene, Marko Rak, Oleksii Bashkanov, Fabian Joeres, Jazan Omari, Maciej Pech, Christian Hansen
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38073-1