2016•Journal of Magnetic Resonance ImagingOpen access

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

Open full text 17 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.

About this research paper

What this paper is about

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.

Why it matters

OpenAlex reports 17 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available 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.

Key concepts: Fluid-attenuated inversion recovery, Multiple sclerosis, Nuclear medicine, Magnetic resonance imaging, Medicine, Lesion, Cerebrospinal fluid, Contrast (vision)

Related papers

Back to paper searchBrowse research topicsOriginal source
Optimal combination of FLAIR and T2‐weighted MRI for improved lesion contrast in multiple sclerosis — Research Paper | ScholarLens