An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction

Adaptive intelligence aims at empowering machine learning techniques with the additional use of domain knowledge. In this work, we present the application of adaptive intelligence to accelerate MR acquisition. Starting from undersampled k-space data, an iterative learning-based reconstruction scheme...

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Bibliographic Details
Main Authors: Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Fransiscus Van Gemert, Christophe Schuelke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. Van Osch, Elwin De Weerdt, Marius Staring
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Image reconstruction
MRI
deep learning
ISTA
fastMRI challenge
Online Access:https://ieeexplore.ieee.org/document/9241039/

Internet

https://ieeexplore.ieee.org/document/9241039/

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