DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks—application to CEST imaging of the human brain at 3T-Reference-Cited by-同舟云学术

DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks—application to CEST imaging of the human brain at 3T

Published:2019-12-10 Issue:1 Volume:84 Page:450-466
ISSN:0740-3194
Container-title:Magnetic Resonance in Medicine
language:en
Short-container-title:Magn Reson Med

Author:

Glang Felix¹^ORCID,Deshmane Anagha¹^ORCID,Prokudin Sergey²^ORCID,Martin Florian¹,Herz Kai¹^ORCID,Lindig Tobias¹³,Bender Benjamin³^ORCID,Scheffler Klaus¹⁴^ORCID,Zaiss Moritz¹⁵^ORCID

Affiliation:

1. Magnetic Resonance Center Max Planck Institute for Biological Cybernetics Tübingen Germany

2. Department of Perceiving Systems Max Planck Institute for Intelligent Systems Tübingen Germany

3. Department of Diagnostic and Interventional Neuroradiology Eberhard Karls University Tübingen Tübingen Germany

4. Department of Biomedical Magnetic Resonance Eberhard Karls University Tübingen Tübingen Germany

5. Department of Neuroradiology University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg (FAU) Erlangen Germany

Funder

Max-Planck-Gesellschaft

Deutsche Forschungsgemeinschaft

H2020 Health

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/mrm.28117

Reference39 articles.

1. Relaxation-compensated CEST-MRI of the human brain at 7 T: Unbiased insight into NOE and amide signal changes in human glioblastoma

2. Correction ofB1-inhomogeneities for relaxation-compensated CEST imaging at 7 T

3. Quantitative characterization of nuclear overhauser enhancement and amide proton transfer effects in the human brain at 7 tesla

4. Quantitative Bayesian model-based analysis of amide proton transfer MRI

5. Assessment of a clinically feasible Bayesian fitting algorithm using a simplified description of Chemical Exchange Saturation Transfer (CEST) imaging

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