Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting

A convolutional neural network to filter artifacts in spectroscopic MRI

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

Quality of clinical brain tumor MR spectra judged by humans and machine learning tools

(2017) Sreenath P. Kyathanahally et al.   MAGNETIC RESONANCE IN MEDICINE

Improving labeling efficiency in automatic quality control of MRSI data

(2017) Nuno Pedrosa de Barros et al.   MAGNETIC RESONANCE IN MEDICINE

Whole-brain spectroscopic MRI biomarkers identify infiltrating margins in glioblastoma patients

(2016) James S. Cordova et al.   NEURO-ONCOLOGY

Automatic quality control in clinical1H MRSI of brain cancer

(2016) Nuno Pedrosa de Barros et al.   NMR IN BIOMEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Impacts of MR spectroscopic imaging on glioma patient management

(2014) Ioanna Chronaiou et al.   ACTA ONCOLOGICA

A subspace approach to high-resolution spectroscopic imaging

(2014) Fan Lam et al.   MAGNETIC RESONANCE IN MEDICINE

Multivendor implementation and comparison of volumetric whole-brain echo-planar MR spectroscopic imaging

(2014) Mohammad Sabati et al.   MAGNETIC RESONANCE IN MEDICINE

Integration method of 3D MR spectroscopy into treatment planning system for glioblastoma IMRT dose painting with integrated simultaneous boost

(2013) Soléakhéna Ken et al.   Radiation Oncology

A constrained least-squares approach to the automated quantitation of in vivo1H magnetic resonance spectroscopy data

(2010) Martin Wilson et al.   MAGNETIC RESONANCE IN MEDICINE

Magnetic Resonance Spectroscopic Imaging for Visualization of the Infiltration Zone of Glioma

(2010) A. Stadlbauer et al.   Central European neurosurgery

Mapping of brain metabolite distributions by volumetric proton MR spectroscopic imaging (MRSI)

(2009) A.A. Maudsley et al.   MAGNETIC RESONANCE IN MEDICINE

Quantitation of magnetic resonance spectroscopy signals: the jMRUI software package

(2009) D Stefan et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Magnetic resonance spectroscopy of the brain: review of metabolites and clinical applications

(2008) D.P. Soares et al.   CLINICAL RADIOLOGY

Modeling word perception using the Elman network

(2008) Cheng-Yuan Liou et al.   NEUROCOMPUTING