Accelerating Brain 3D T1-Weighted Turbo Field Echo MRI Using Compressed Sensing-Sensitivity Encoding (CS-SENSE)

Eur J Radiol. 2020 Oct:131:109255. doi: 10.1016/j.ejrad.2020.109255. Epub 2020 Aug 28.

Abstract

Purpose: To evaluate the clinical application of the accelerated 3D T1-weighted turbo field echo (T1W-TFE) using the compressed sensing-sensitivity encoding (CS-SENSE) and identify the appropriate acceleration factor.

Methods: 33 healthy controls (HC), 10 multiple sclerosis (MS) and 10 Alzheimer's disease (AD) patients were prospectively recruited. A conventional 3D T1W-TFE sequence and accelerated sequences with CS-SENSE factors of 3, 4.5, 6 and with SENSE factors of 3, 4.5 were acquired for all participants on a 3.0T MR system. The visual evaluation was independently assessed by two experienced radiologists. Quantitative image quality metrics and intraclass correlation coefficients (ICCs) between the conventional and the accelerated sequences were performed at the voxel level. Group comparisons were performed between HC and AD or MS patients.

Results: There were no significant differences in the visual image quality metrics between conventional sequence and CS-SENSE factor of 3. The sequences with CS-SENSE factor of 6 and SENSE factors of 3, 4.5 showed significantly decreased overall image quality. The ICC values based on the voxel level of each accelerated scan and conventional scan were high (>0.9, 85.2%). For different accelerated sequences, AD and MS patients showed consistent results with the conventional sequence in gray matter atrophy when compared to HC.

Conclusions: CS-SENSE factor of 3 is the appropriate parameter to accelerate the 3D T1W-TFE (65% time reduction) with preserved visual image quality. The voxel-based analysis demonstrated high ICCs for brain volume measurements in the majority of brain regions, implying the feasibility of the accelerated technique.

Keywords: Alzheimer’s disease; Compressed sensing; Multiple sclerosis; Three-dimensional T1-weighted turbo field echo.

Publication types

  • Evaluation Study

MeSH terms

  • Adult
  • Aged
  • Alzheimer Disease / diagnostic imaging
  • Brain / diagnostic imaging*
  • Cost-Benefit Analysis
  • Female
  • Humans
  • Imaging, Three-Dimensional / economics
  • Imaging, Three-Dimensional / methods*
  • Magnetic Resonance Imaging / economics
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Multiple Sclerosis / diagnostic imaging
  • Prospective Studies