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NIfTI-MRS: A standard data format for magnetic resonance spectroscopy.
Magn Reson Med. 2022 Dec;88(6):2358-2370. doi: 10.1002/mrm.29418. Epub 2022 Sep 11.
Magn Reson Med. 2022.
PMID: 36089825
Free PMC article.
Model-informed unsupervised deep learning approaches to frequency and phase correction of MRS signals.
Shamaei A, Starcukova J, Pavlova I, Starcuk Z Jr.
Shamaei A, et al.
Magn Reson Med. 2023 Mar;89(3):1221-1236. doi: 10.1002/mrm.29498. Epub 2022 Nov 11.
Magn Reson Med. 2023.
PMID: 36367249
Free PMC article.
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Water removal in MR spectroscopic imaging with Casorati singular value decomposition.
Shamaei A, Starcukova J, Rizzo R, Starcuk Z Jr.
Shamaei A, et al.
Magn Reson Med. 2024 Apr;91(4):1694-1706. doi: 10.1002/mrm.29959. Epub 2024 Jan 5.
Magn Reson Med. 2024.
PMID: 38181180
Free article.
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Physics-informed deep learning approach to quantification of human brain metabolites from magnetic resonance spectroscopy data.
Shamaei A, Starcukova J, Starcuk Z Jr.
Shamaei A, et al.
Comput Biol Med. 2023 May;158:106837. doi: 10.1016/j.compbiomed.2023.106837. Epub 2023 Apr 5.
Comput Biol Med. 2023.
PMID: 37044049
Free article.
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Quantification of MR spectra by deep learning in an idealized setting: Investigation of forms of input, network architectures, optimization by ensembles of networks, and training bias.
Rizzo R, Dziadosz M, Kyathanahally SP, Shamaei A, Kreis R.
Rizzo R, et al. Among authors: shamaei a.
Magn Reson Med. 2023 May;89(5):1707-1727. doi: 10.1002/mrm.29561. Epub 2022 Dec 19.
Magn Reson Med. 2023.
PMID: 36533881
Free article.
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