Magnetic Resonance Spectroscopy

MR spectral quantification using convoloutional neural networks.

A set of utilities to deal with dicom files and data repositories.

LWFIT code for GABA quantification from MEGA-PRESS magnetic resonance spectra (MRS).

Magnetic resonance spectroscopy data for a series of phantoms specifically designed to provide ground truth data for MEGAPRESS spectra quantification.

MRSNet CNN model selection data.

MRSNet basis data.

MRSNet simulated spectra data.

MRSNet best models.

YAE model selection data for MRSNet.

Evaluation results (metrics and plots) for additional model architectures from the literature that are integrated into MRSNet.

Results from comparing simulated basis spectra against the phantom benchmark to quantify the sim2real gap.

Information about the magnetic resonance spectroscopy projects and summary of published results.