Theoretical description of modern 1H in Vivo magnetic resonance spectroscopic pulse sequences
K Landheer, RF Schulte, MS Treacy… - Journal of Magnetic …, 2020 - Wiley Online Library
This article reviews the most commonly used modern sequences designed to confront the
two major challenges of in vivo magnetic resonance spectroscopy (MRS): spatial …
two major challenges of in vivo magnetic resonance spectroscopy (MRS): spatial …
Magnetic resonance spectroscopy quantification using deep learning
Magnetic resonance spectroscopy (MRS) is an important technique in biomedical research
and it has the unique capability to give a non-invasive access to the biochemical content …
and it has the unique capability to give a non-invasive access to the biochemical content …
Downfield proton MRSI with whole‐brain coverage at 3T
Purpose To develop a 3D downfield (DF) MRSI protocol with whole brain coverage and post‐
processing pipeline for creation of metabolite maps. Methods A 3D, circularly phase …
processing pipeline for creation of metabolite maps. Methods A 3D, circularly phase …
High resolution localized two‐dimensional MR spectroscopy in mouse brain in vivo
N Braakman, T Oerther… - Magnetic Resonance in …, 2008 - Wiley Online Library
Localized two‐dimensional MR spectroscopy (2D MRS) is impacting the in vivo studies of
brain metabolites due to improved spectral resolution and unambiguous assignment …
brain metabolites due to improved spectral resolution and unambiguous assignment …
In vivo proton magnetic resonance spectroscopic signal processing for the absolute quantitation of brain metabolites
PK Mandal - European Journal of Radiology, 2012 - Elsevier
Magnetic resonance spectroscopy (MRS) is a non-invasive imaging modality for metabolite
detection in different parts of the body (eg brain, liver, prostate, breast, kidney, skeletal …
detection in different parts of the body (eg brain, liver, prostate, breast, kidney, skeletal …
Spectral editing and 2D NMR
RA de Graaf - Magnetic resonance spectroscopy, 2014 - Elsevier
Proton MR spectroscopy can detect a detailed metabolic profile of the human brain
noninvasively. Despite the wide range of metabolites that can be detected, spectral overlap …
noninvasively. Despite the wide range of metabolites that can be detected, spectral overlap …
A novel method to measure T1‐relaxation times of macromolecules and quantification of the macromolecular resonances
Purpose Macromolecular peaks underlying metabolite spectra influence the quantification of
metabolites. Therefore, it is important to understand the extent of contribution from …
metabolites. Therefore, it is important to understand the extent of contribution from …
Whole‐brain high‐resolution metabolite mapping with 3D compressed‐sensing SENSE low‐rank 1H FID‐MRSI
There is a growing interest in the neuroscience community to map the distribution of brain
metabolites in vivo. Magnetic resonance spectroscopic imaging (MRSI) is often limited by …
metabolites in vivo. Magnetic resonance spectroscopic imaging (MRSI) is often limited by …
Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting
SS Gurbani, S Sheriff, AA Maudsley… - Magnetic resonance …, 2019 - Wiley Online Library
Purpose MRSI has shown great promise in the detection and monitoring of neurologic
pathologies such as tumor. A necessary component of data processing includes the …
pathologies such as tumor. A necessary component of data processing includes the …
Quantification of MR spectra by deep learning in an idealized setting: Investigation of forms of input, network architectures, optimization by ensembles of networks, and …
R Rizzo, M Dziadosz, SP Kyathanahally… - Magnetic resonance …, 2023 - Wiley Online Library
Purpose The aims of this work are (1) to explore deep learning (DL) architectures,
spectroscopic input types, and learning designs toward optimal quantification in MR …
spectroscopic input types, and learning designs toward optimal quantification in MR …