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Shamaei, Amirmohammad; Starcukova, Jana; Rizzo, Rudy; Starcuk, Zenon (2024). Water removal in MR spectroscopic imaging with Casorati singular value decomposition. Magnetic resonance in medicine, 91(4), pp. 1694-1706. Wiley 10.1002/mrm.29959
Rizzo, Rudy; Kreis, Roland (2023). Multi-echo single-shot spectroscopy combined with simultaneous 2D model fitting for fast and accurate measurement of metabolite-specific concentrations and T2 relaxation times. NMR in biomedicine, 36(12), e5016. Wiley Interscience 10.1002/nbm.5016
Dziadosz, Martyna; Rizzo, Rudy; Kyathanahally, Sreenath P; Kreis, Roland (2023). Denoising single MR spectra by deep learning: Miracle or mirage? Magnetic resonance in medicine, 90(5), pp. 1749-1761. Wiley 10.1002/mrm.29762
Rizzo, Rudy; Dziadosz, Martyna; Kyathanahally, Sreenath P; Shamaei, Amirmohammad; Kreis, Roland (2023). 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. Magnetic resonance in medicine, 89(5), pp. 1707-1727. Wiley-Liss 10.1002/mrm.29561
Rizzo, Rudy; Dziadosz, Martyna; Kyathanahally, Sreenath P.; Reyes, Mauricio; Kreis, Roland (2022). Reliability of Quantification Estimates in MR Spectroscopy: CNNs vs Traditional Model Fitting. Lecture notes in computer science, 13438, pp. 715-724. Springer 10.1007/978-3-031-16452-1_68
