High resolution continuous arterial spin labeling of human cerebral perfusion using a separate neck tagging RF coil.
María Guadalupe Mora ÁlvarezRobert Wayne StobbeChristian BeaulieuPublished in: PloS one (2019)
For standard clinical applications, ASL images are typically acquired with 4-8 mm thick slices and 3-4 mm in-plane resolution. However, in this paper we demonstrate that high-resolution continuous arterial spin labeling (CASL) perfusion images can be acquired in a clinically relevant scan time using current MRI technology. CASL was implemented with a separate neck coil for labeling the arterial blood on a 4.7T MRI using standard axial 2D GE-EPI. Typical-resolution to high-resolution (voxels of 95, 60, 45, 27, or 7 mm3) images were compared for qualitative and quantitative cerebral blood flow analysis (CBF) in nine healthy volunteers (ages: 24-32 years). The highest resolution (1.5x1.5x3 = 7 mm3) CASL implementation yielded perfusion images with improved cortex depiction and increased cortical CBF measurements (53 ± 8 ml/100g/min), consistent with reduced partial volume averaging. The 7 mm3 voxel images were acquired with 6 cm brain coverage in a clinically relevant scan of 6 minutes. Improved spatial resolution facilitates CBF measurement with reduced partial volume averaging and may be valuable for the detection of perfusion deficits in small lesions and perfusion measurement in small brain regions.
Keyphrases
- contrast enhanced
- high resolution
- deep learning
- convolutional neural network
- single molecule
- cerebral blood flow
- computed tomography
- magnetic resonance imaging
- optical coherence tomography
- primary care
- endothelial cells
- healthcare
- diffusion weighted imaging
- white matter
- mass spectrometry
- machine learning
- systematic review
- cerebral ischemia
- density functional theory
- subarachnoid hemorrhage
- room temperature
- molecular dynamics
- quality improvement
- functional connectivity
- sensitive detection
- label free
- pluripotent stem cells
- induced pluripotent stem cells
- liquid chromatography