Self-learning based medical image representation for rigid real-time and multimodal slice-to-volume registration

DOI10.1016/J.INS.2020.06.072zbMath1478.92099OpenAlexW3040749708MaRDI QIDQ2053846

Zekai Xu, Zixuan Chen, Qiuling Gui, Mingyue Ding, Wenguang Hou, Qimin Cheng, Xin Yang

Publication date: 30 November 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.06.072

zbMATH Keywords

real-timeconvolutional neural networkmultimodal medical image representationslice-to-volume registration

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55)

Related Items (1)

Three-dimensional volume reconstruction from multi-slice data using a shape transformation

Uses Software

• Caffe
• N4itk
• PyTorch
• CycleGAN
• pix2pix
• U-Net

Cites Work

• Measurement of areas on a sphere using Fibonacci and latitude-longitude lattices

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