Dziadosz, Martyna

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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


Dziadosz, Martyna; Hoefemann, Maike; Döring, André; Marjańska, Malgorzata; Auerbach, Edward John; Kreis, Roland (2022). Quantification of NAD+ in human brain with 1 H MR spectroscopy at 3 T: Comparison of three localization techniques with different handling of water magnetization. Magnetic resonance in medicine, 88(3), pp. 1027-1038. Wiley-Liss 10.1002/mrm.29267

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


Dziadosz, Martyna; Bogner, Wolfgang; Kreis, Roland (2020). Non-water-excitation MR spectroscopy techniques to explore exchanging protons in human brain at 3 T. Magnetic resonance in medicine, 84(5), pp. 2352-2363. Wiley 10.1002/mrm.28322

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