3D MR Neurography of Craniocervical Nerves: Comparing Double-Echo Steady-State and Postcontrast STIR with Deep Learning-Based Reconstruction at 1.5T.
Authors
Affiliations (6)
Affiliations (6)
- From Diagnostic and Interventional Radiology (F.E., F.Z., B.K., J.K., K.P.), University Hospital Zurich, University of Zurich, Zurich, Switzerland [email protected].
- From Diagnostic and Interventional Radiology (F.E., F.Z., B.K., J.K., K.P.), University Hospital Zurich, University of Zurich, Zurich, Switzerland.
- Department of Radiology (F.Z.), University Hospital of Cagliari, Monserrato, Italy.
- GE HealthCare (M.L.), Zurich, Switzerland.
- GE HealthCare (Y.W.), Waukesha, Wisconsin.
- Department of Radiology and Nuclear Medicine (R.G.), Cantonal Hospital Winterthur, University of Zurich, Switzerland.
Abstract
3D MR neurography is a useful diagnostic tool in head and neck disorders, but neurographic imaging remains challenging in this region. Optimal sequences for nerve visualization have not yet been established and may also differ between nerves. While deep learning (DL) reconstruction can enhance nerve depiction, particularly at 1.5T, studies in the head and neck are lacking. The purpose of this study was to compare double echo steady-state (DESS) and postcontrast STIR sequences in DL-reconstructed 3D MR neurography of the extraforaminal cranial and spinal nerves at 1.5T. Eighteen consecutive examinations of 18 patients undergoing head-and-neck MRI at 1.5T were retrospectively included (mean age: 51 ± 14 years, 11 women). 3D DESS and postcontrast 3D STIR sequences were obtained as part of the standard protocol, and reconstructed with a prototype DL algorithm. Two blinded readers qualitatively evaluated visualization of the inferior alveolar, lingual, facial, hypoglossal, greater occipital, lesser occipital, and greater auricular nerves, as well as overall image quality, vascular suppression, and artifacts. Additionally, apparent SNR and contrast-to-noise ratios of the inferior alveolar and greater occipital nerve were measured. Visual ratings and quantitative measurements, respectively, were compared between sequences by using Wilcoxon signed-rank test. DESS demonstrated significantly improved visualization of the lesser occipital nerve, greater auricular nerve, and proximal greater occipital nerve (<i>P</i> < .015). Postcontrast STIR showed significantly enhanced visualization of the lingual nerve, hypoglossal nerve, and distal inferior alveolar nerve (<i>P</i> < .001). The facial nerve, proximal inferior alveolar nerve, and distal greater occipital nerve did not demonstrate significant differences in visualization between sequences (<i>P</i> > .08). There was also no significant difference for overall image quality and artifacts. Postcontrast STIR achieved superior vascular suppression, reaching statistical significance for 1 reader (<i>P</i> = .039). Quantitatively, there was no significant difference between sequences (<i>P</i> > .05). Our findings suggest that 3D DESS generally provides improved visualization of spinal nerves, while postcontrast 3D STIR facilitates enhanced delineation of extraforaminal cranial nerves.