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  Deep CEST MRI: 9.4T spectral super-resolution from 3T CEST MRI data

Zaiss, M., Deshmane, A., Herz, K., Braun, M., Bender, B., Lindig, T., et al. (2018). Deep CEST MRI: 9.4T spectral super-resolution from 3T CEST MRI data. In Joint Annual Meeting ISMRM-ESMRMB 2018.

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Item Permalink: http://hdl.handle.net/21.11116/0000-0001-7E21-D Version Permalink: http://hdl.handle.net/21.11116/0000-0001-9380-7
Genre: Meeting Abstract

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 Creators:
Zaiss, M1, 2, Author              
Deshmane, A1, 2, Author              
Herz, K1, 2, Author              
Braun, M, Author
Bender, B, Author              
Lindig, T, Author              
Scheffler, K1, 2, Author              
Affiliations:
1Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              
2Department High-Field Magnetic Resonance, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497796              

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 Abstract: CEST peaks are easy to detect at ultra-high-field strengths due to high signal and spectral separation. However, spectral coalescence and line broadening makes modeling of CEST effects at clinical field strengths (<=3T) a challenge. In this proof-of-concept study of super-resolution CEST imaging, the underlying spectral features of 3T Z-spectra were predicted using a neural network trained on 9.4T data. Applying the neural network to untrained volunteer and patient data acquired at 3T resulted in the expected contrast in healthy gray and white matter and tumor tissue in Z-spectra and APT, NOE, and MT CEST maps.

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 Dates: 2018-06
 Publication Status: Published in print
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 Identifiers: BibTex Citekey: ZaissDHBBLS2018
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Title: Joint Annual Meeting ISMRM-ESMRMB 2018
Place of Event: Paris, France
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Title: Joint Annual Meeting ISMRM-ESMRMB 2018
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: 0414 Start / End Page: - Identifier: -