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In the first stage, an affine transformation function is applied to the entire brain area and in the second stage, a nonrigid or deformable transformation�...
Image registration is a key component in existing magnetic resonance image processing software packages. Because of nonlinear variability in brain�...
Nov 1, 2009... Two-stage registration of substrcutures in magnetic resonance brain images. Yousefi S., Kehtarnavaz N., Gopinath K., Briggs R. Expand.
Missing: substructures | Show results with:substructures
This paper has proposed the two-stage generative adversarial nets (GAN) based multi-modal brain image registration method. The first stage uses the GAN to�...
In this paper, we study on how to boost image segmentation algorithms. First of all, a novel fusion scheme is proposed to combine different segmentations with�...
A fully automated two-dimensional image registration technique based on cross correlation is presented. This technique is evaluated using magnetic resonance�...
Missing: stage substructures
Dec 27, 2017Proposed article presents multimodal brain image registration and fusion for better neurosurgical planning.
We present a two stage sequential ensemble where data samples whose output from the first classifier fall in a low confidence output interval (LCOI) are�...
We propose a new network TS-Net that learns deformation from coarse to fine and transmits information of different scales in the two stages.
Missing: substructures | Show results with:substructures
These measures are susceptible to the performance of registration and limited in representation of anatomical structure. This paper proposes a two-stage local�...
Missing: substructures | Show results with:substructures