4DFlowNet: Super-Resolution 4D Flow MRI Using Deep Learning and Computational Fluid Dynamics-Reference-Cited by-同舟云学术

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4DFlowNet: Super-Resolution 4D Flow MRI Using Deep Learning and Computational Fluid Dynamics

Published:2020-05-04 Issue: Volume:8 Page:
ISSN:2296-424X
Container-title:Frontiers in Physics
language:
Short-container-title:Front. Phys.

Author:

Ferdian Edward,Suinesiaputra Avan,Dubowitz David J.,Zhao Debbie,Wang Alan,Cowan Brett,Young Alistair A.

Funder

National Heart Foundation of New Zealand

Health Research Council of New Zealand

Siemens Healthineers

Publisher

Frontiers Media SA

Subject

Physical and Theoretical Chemistry,General Physics and Astronomy,Mathematical Physics,Materials Science (miscellaneous),Biophysics

Reference32 articles.

1. Clinical applications of intra-cardiac four-dimensional flow cardiovascular magnetic resonance: a systematic review;Crandon;Int J Cardiol.,2017

2. Congenital heart disease assessment with 4D flow MRI;Vasanawala;J Magn Reson Imaging,2015

3. Improving visualization of 4D flow cardiovascular magnetic resonance with four-dimensional angiographic data: Generation of a 4D phase-contrast magnetic resonance cardio angiography (4D PC-MRCA);Bustamante;J Cardiovasc Magn Reson,2017

4. 4D flow cardiovascular magnetic resonance consensus statement;Hope;J Cardiovasc Magn Reson.,2015

5. Intracardiac 4D flow MRI in congenital heart disease: recommendations on behalf of the ISMRM flow & motion study group;Zhong;J Magn Reson Imaging.,2019

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1. Investigation of hemodynamic bulk flow patterns caused by aortic stenosis using a combined 4D Flow MRI-CFD framework;2024-09-10

2. Super-Resolving and Denoising 4D flow MRI of Neurofluids Using Physics-Guided Neural Networks;Annals of Biomedical Engineering;2024-09-02

3. A comparison of machine learning methods for recovering noisy and missing 4D flow MRI data;International Journal for Numerical Methods in Biomedical Engineering;2024-08-28

4. Optimizing encoding strategies for 4D Flow MRI of mean and turbulent flow;Scientific Reports;2024-08-27

5. Investigation of hemodynamic flow patterns caused by aortic stenosis using a combined 4D Flow MRI-CFD framework;2024-06-19

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