Dual-stream pyramid registration network

•We propose a Dual-stream Pyramid Registration Network (referred as Dual-PRNet) for unsupervised 3D medical image registration.•We design a two-stream 3D encoder-decoder network that computes two convolutional feature pyramids separately from two input volumes.•We propose sequential pyramid registra...

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Bibliographic Details
Published in:	Medical image analysis Vol. 78; p. 102379
Main Authors:	Kang, Miao, Hu, Xiaojun, Huang, Weilin, Scott, Matthew R., Reyes, Mauricio
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.05.2022 Elsevier BV
Subjects:	3D segmentation Annotations Benchmarks Brain Brain MRI Coders Decoding Deformable registration Encoder-decoder network Encoders-Decoders Humans Image Processing, Computer-Assisted Image registration Image segmentation Imaging, Three-Dimensional Magnetic Resonance Imaging Medical image registration Modules Neural Networks, Computer Neuroimaging Pyramids Registration Tomography, X-Ray Computed Warping 3D segmentation Brain MRI Encoder-decoder network Deformable registration Medical image registration
ISSN:	1361-8415, 1361-8423, 1361-8423
Online Access:	Get full text
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