Frequency and phase correction of J‐difference edited MR spectra using deep learning

A review of deep learning with special emphasis on architectures, applications and recent trends

(2020) Saptarshi Sengupta et al.   KNOWLEDGE-BASED SYSTEMS

Reconstruction of spectra from truncated free induction decays by deep learning in proton magnetic resonance spectroscopy

(2020) Hyochul Lee et al.   MAGNETIC RESONANCE IN MEDICINE

Deep learning‐based target metabolite isolation and big data‐driven measurement uncertainty estimation in proton magnetic resonance spectroscopy of the brain

(2020) Hyeong Hun Lee et al.   MAGNETIC RESONANCE IN MEDICINE

Osprey: Open-source processing, reconstruction & estimation of magnetic resonance spectroscopy data

(2020) Georg Oeltzschner et al.   JOURNAL OF NEUROSCIENCE METHODS

Methodological consensus on clinical proton MRS of the brain: Review and recommendations

(2019) Martin Wilson et al.   MAGNETIC RESONANCE IN MEDICINE

Intact metabolite spectrum mining by deep learning in proton magnetic resonance spectroscopy of the brain

(2019) Hyeong Hun Lee et al.   MAGNETIC RESONANCE IN MEDICINE

Big GABA II: Water-referenced edited MR spectroscopy at 25 research sites

(2019) Mark Mikkelsen et al.   NEUROIMAGE

Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

(2019) Zohaib Iqbal et al.   Frontiers in Oncology

Deep learning approaches for detection and removal of ghosting artifacts in MR spectroscopy

(2018) Sreenath P. Kyathanahally et al.   MAGNETIC RESONANCE IN MEDICINE

A convolutional neural network to filter artifacts in spectroscopic MRI

(2018) Saumya S. Gurbani et al.   MAGNETIC RESONANCE IN MEDICINE

Difference optimization: Automatic correction of relative frequency and phase for mean non-edited and edited GABA 1 H MEGA-PRESS spectra

(2017) Marianne Cleve et al.   JOURNAL OF MAGNETIC RESONANCE

Edited1H magnetic resonance spectroscopy in vivo: Methods and metabolites

(2017) Ashley D. Harris et al.   MAGNETIC RESONANCE IN MEDICINE

Automatic frequency and phase alignment of in vivo J-difference-edited MR spectra by frequency domain correlation

(2017) Evita C. Wiegers et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Big GABA: Edited MR spectroscopy at 24 research sites

(2017) Mark Mikkelsen et al.   NEUROIMAGE

Advanced processing and simulation of MRS data using the FID appliance (FID-A)-An open source, MATLAB-based toolkit

(2015) Robin Simpson et al.   MAGNETIC RESONANCE IN MEDICINE

Two-site reproducibility of cerebellar and brainstem neurochemical profiles with short-echo, single-voxel MRS at 3T

(2014) Dinesh K. Deelchand et al.   MAGNETIC RESONANCE IN MEDICINE

Frequency and phase drift correction of magnetic resonance spectroscopy data by spectral registration in the time domain

(2014) Jamie Near et al.   MAGNETIC RESONANCE IN MEDICINE

Gannet: A batch-processing tool for the quantitative analysis of gamma-aminobutyric acid-edited MR spectroscopy spectra

(2013) Richard A.E. Edden et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Impact of frequency drift on gamma-aminobutyric acid-edited MR spectroscopy

(2013) Ashley D. Harris et al.   MAGNETIC RESONANCE IN MEDICINE

Subtraction artifacts and frequency (Mis-)alignment inJ-difference GABA editing

(2012) C. John Evans et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING