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Cover Image for 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning. View Article
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning.
Maureen van Eijnatten, Leonardo Rundo, K Joost Batenburg, Felix Lucka, Emma Beddowes, Carlos Caldas, Ferdia A Gallagher, Evis Sala, Carola-Bibiane Schönlieb, Ramona Woitek
Jul 12, 2021
BACKGROUND AND OBJECTIVES: Deep learning is being increasingly used for deformable image registration and unsupervised approaches, in particular, have shown great potential. However, the registration of abdominopelvic Computed...
Abdominopelvic imaging Computed tomography Convolutional neural networks Deformable registration Displacement vector fields Incremental training Deep learning Humans Image Processing Computer-Assisted Magnetic Resonance Imaging Male Software Tomography X-Ray Computed
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