Optimising MR perfusion imaging: comparison of different software-based approaches in acute ischaemic stroke

Eur Radiol. 2016 Nov;26(11):4204-4212. doi: 10.1007/s00330-016-4244-3. Epub 2016 Feb 6.

Abstract

Objectives: Perfusion imaging (PI) is susceptible to confounding factors such as motion artefacts as well as delay and dispersion (D/D). We evaluate the influence of different post-processing algorithms on hypoperfusion assessment in PI analysis software packages to improve the clinical accuracy of stroke PI.

Methods: Fifty patients with acute ischaemic stroke underwent MRI imaging in the first 24 h after onset. Diverging approaches to motion and D/D correction were applied. The calculated MTT and CBF perfusion maps were assessed by volumetry of lesions and tested for agreement with a standard approach and with the final lesion volume (FLV) on day 6 in patients with persisting vessel occlusion.

Results: MTT map lesion volumes were significantly smaller throughout the software packages with correction of motion and D/D when compared to the commonly used approach with no correction (p = 0.001-0.022). Volumes on CBF maps did not differ significantly (p = 0.207-0.925). All packages with advanced post-processing algorithms showed a high level of agreement with FLV (ICC = 0.704-0.879).

Conclusions: Correction of D/D had a significant influence on estimated lesion volumes and leads to significantly smaller lesion volumes on MTT maps. This may improve patient selection.

Key points: • Assessment on hypoperfusion using advanced post-processing with correction for motion and D/D. • CBF appears to be more robust regarding differences in post-processing. • Tissue at risk is estimated more accurately by correcting software algorithms. • Advanced post-processing algorithms show a higher agreement with the final lesion volume.

Keywords: Image processing; MRI; Perfusion; Software; Stroke.

Publication types

  • Comparative Study
  • Evaluation Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Algorithms
  • Cerebrovascular Circulation / physiology
  • Female
  • Humans
  • Magnetic Resonance Angiography / methods
  • Male
  • Middle Aged
  • Perfusion Imaging / methods
  • Software*
  • Stroke / pathology*
  • Stroke / physiopathology