Optimal combination of FLAIR and T2-weighted MRI for improved lesion contrast in multiple sclerosis

Refaat E. Gabr, Khader M. Hasan, Muhammad E. Haque, Flavia M. Nelson, Jerry S. Wolinsky, Ponnada A. Narayana

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Purpose: Postacquisition combination of three-dimensional T2-weighted (T2w) and fluid-attenuated inversion recovery (FLAIR) images can improve the visualization of brain lesions in multiple sclerosis (MS). However, an optimal way to combine these images has not been described so far. The main objective of this study is to investigate an optimal combination of T2w and FLAIR to improve the conspicuity of MS lesions. Materials and Methods: We determined the parameters for a generalized multiplicative image combination which maximize the contrast-to-noise ratio (CNR) between lesions and normal-appearing brain tissue through simulations and verified experimentally. MRI data from 11 MS patients acquired at 3 Tesla were retrospectively analyzed using the proposed approach and compared with conventional FLAIR, and to images obtained by direct multiplication of T2w and FLAIR (FLAIR2). Image quality was assessed by region-of-interest analysis. In addition, to evaluate the degree of cerebrospinal fluid (CSF) suppression, CSF-to-gray matter (CSF/GM) ratio was calculated. Reduction in global image contrast was assessed by computing the reduction in the contrast of mid-level intensity values. Results: An optimal combination was found to be the third order expression: FLAIR3 = FLAIR1.55 × T2w1.45. Compared with FLAIR, the lesion CNR was significantly increased by 1.9× (P < 0.005) and 2.5× (P < 0.001) using FLAIR2 and FLAIR3, respectively. CSF/GM ratio was increased by 1.7× in FLAIR2 (P < 0.001) compared with FLAIR, while it was reduced to 0.7× on FLAIR3 (P < 0.05). The mid-intensity contrast was preserved on FLAIR2 (P = 0.2), and decreased by 29% on FLAIR3 (P < 0.001). Conclusion: These results show that the optimized combination of FLAIR and T2w can improve MS lesion conspicuity. J. Magn. Reson. Imaging 2016;44:1293–1300.

Original languageEnglish (US)
Pages (from-to)1293-1300
Number of pages8
JournalJournal of Magnetic Resonance Imaging
Volume44
Issue number5
DOIs
StatePublished - Nov 1 2016

Bibliographical note

Publisher Copyright:
© 2016 International Society for Magnetic Resonance in Medicine

Keywords

  • MS lesions
  • cortical lesions
  • fluid suppression
  • image contrast
  • inversion recovery

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