Search Results - "Dziadosz, Martyna"

Non‐water‐excitation MR spectroscopy techniques to explore exchanging protons in human brain at 3 T by Dziadosz, Martyna, Bogner, Wolfgang, Kreis, Roland

“…Purpose To develop localization sequences for in vivo MR spectroscopy (MRS) on clinical scanners of 3 T to record spectra that are not influenced by…”
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Denoising single MR spectra by deep learning: Miracle or mirage? by Dziadosz, Martyna, Rizzo, Rudy, Kyathanahally, Sreenath P., Kreis, Roland

“…Purpose The inherently poor SNR of MRS measurements presents a significant hurdle to its clinical application. Denoising by machine or deep learning (DL) was…”
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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 by Rizzo, Rudy, Dziadosz, Martyna, Kyathanahally, Sreenath P., Shamaei, Amirmohammad, Kreis, Roland

“…Purpose The aims of this work are (1) to explore deep learning (DL) architectures, spectroscopic input types, and learning designs toward optimal…”
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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 by Dziadosz, Martyna, Hoefemann, Maike, Döring, André, Marjańska, Malgorzata, Auerbach, Edward John, Kreis, Roland

“…The detection of nicotinamide-adenine-dinucleotide (NAD ) is challenging using standard H MR spectroscopy, because it is of low concentration and affected by…”
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Quantification of NAD+ in human brain with 1H MR spectroscopy at 3 T: Comparison of three localization techniques with different handling of water magnetization by Dziadosz, Martyna, Hoefemann, Maike, Döring, André, Marjańska, Malgorzata, Auerbach, Edward John, Kreis, Roland

“…Purpose The detection of nicotinamide‐adenine‐dinucleotide (NAD+) is challenging using standard 1H MR spectroscopy, because it is of low concentration and…”
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