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02/28/2023
PixCUE – Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification
Deep learning (DL) models are capable of successfully exploiting latent ...
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07/18/2022
Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction
Global correlations are widely seen in human anatomical structures due t...
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07/29/2018
MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach
Purpose: The suppression of motion artefacts from MR images is a challen...
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07/21/2014