Purpose To develop a novel method to achieve fast, high‐resolution, 3D multi‐TE 1H‐MRSI
of the brain. Methods A new multi‐TE MRSI acquisition strategy was developed that …

We present a novel method to enhance the SNR for multi-TE MR spectroscopic imaging
(MRSI) data by integrating learned nonlinear low-dimensional model and spatial constraints …

Objective: To develop a novel multi-TE MR spectroscopic imaging (MRSI) approach to
enable label-free, simultaneous, high-resolution mapping of several molecules and their …

We report a new method for SNR-enhancing reconstruction of multi-TE MRSI data. Speci
cally, we designed a deep complex convolutional autoencoder (DCCAE) to learn a …

J-resolved MRSI using hybrid FID/SE signals has recently been proposed as an effective
approach to achieving rapid, high-resolution mapping of brain metabolites and …

Synopsis J-resolved H-MRSI o ers improved molecular speci city by encoding the J-coupling
evolution of di erent molecules at multiple TEs. The addition of another encoding dimension …

The objective of this thesis research is to develop fast high-resolution magnetic resonance
spectroscopic imaging (MRSI) methods of the brain at both high field (3 Tesla) and ultrahigh …

The ultimate objective of brain tumor imaging is to distill patient-specific knowledge that
guides therapy planning and medical care. Magnetic resonance imaging (MRI) is a …

J-resolved MRSI is a powerful tool for separating overlapping resonances in conventional
MRSI, which is especially useful for mapping neurotransmitters like γ-aminobutyric acid and …

Metabolite T2 is recognized as an important physiological and disease biomarker, whose
measurement also beneêts metabolite quantiêcation. However, the SNR challenge of MRSI …