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Research ArticleHead & Neck

Evaluating the Utility of a Postprocessing Algorithm for MRI Evaluation of Optic Neuritis

L. Stunkel, A. Sharma, M.S. Parsons, A. Salter and G.P. Van Stavern
American Journal of Neuroradiology June 2019, 40 (6) 1043-1048; DOI: https://doi.org/10.3174/ajnr.A6057
L. Stunkel
aFrom the Department of Neurology (L.S.)
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A. Sharma
bMallinckrodt Institute of Radiology (A. Sharma, M.S.P.)
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M.S. Parsons
bMallinckrodt Institute of Radiology (A. Sharma, M.S.P.)
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A. Salter
cDivision of Biostatistics (A. Salter)
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G.P. Van Stavern
dDepartment of Ophthalmology and Visual Sciences (G.P.V.S.), Washington University in St. Louis School of Medicine, St. Louis, Missouri.
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    Fig 1.

    Measurement of the CNR between the optic nerve and ipsilateral white matter. Baseline (A) and processed (B) coronal FLAIR images show equivalent placement of ROIs to measure signal intensities of the optic nerve (a) and the ipsilateral white matter (b). The SD of the intensity in air around the head (c, not shown) was used as a measure of noise. CNR was defined as (a − b) / c. In this patient with left optic neuritis, processing resulted in an increase of the left optic nerve signal intensity from 355 at baseline to 754 after processing. Other measurements were unaffected by processing.

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    Fig 2.

    The effect of image processing on the CNR for optic nerves with and without optic neuritis. Scatterplots show the contrast-to-noise ratio of the optic nerve for the baseline images and the postprocessed images in both eyes with optic neuritis and control eyes.

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    Fig 3.

    Examples highlighting the effect of processing on FLAIR and contrast-enhanced T1WI in patients with optic neuritis. A, Baseline FLAIR image of a patient with left-sided optic neuritis. B, Processed version of the same FLAIR image (from A) of a patient with left-sided optic neuritis. C, Baseline FLAIR image of a patient with right-sided optic neuritis. D, Processed version of the same FLAIR image (from C) of a patient with right-sided optic neuritis. E, Baseline contrast-enhanced image of a patient with right-sided optic neuritis. F, Processed version of the same contrast-enhanced image (from E) of a patient with right-sided optic neuritis. G, Baseline contrast-enhanced image of a patient with left-sided optic neuritis. H, Processed version of the same contrast-enhanced image (from G) of a patient with left-sided optic neuritis.

Tables

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    Table 1:

    Technical parameters for the coronal FLAIR and coronal contrast-enhanced T1WI used in the study

    ParameterFLAIRContrast-Enhanced T1WI
    Slice thickness (mm)3–43–4
    TR (ms)9000–10,000400–800
    TE (ms)74–10210–20
    TI (ms)2500NA
    FOV (mm)200–220 × 166–186180–220 × 170–200
    Matrix256–512 × 192–384226–512 × 288–512
    Fat saturationYesYes
    Contrast material usedNAOmniscan,a MultiHance,b Dotaremc
    • Note:—NA indicates not applicable.

    • ↵a Gadodiamide; GE Healthcare, Piscataway, New Jersey.

    • ↵b Gadobenate dimeglumine; Bracco Diagnostics, Princeton, New Jersey.

    • ↵c Gadoterate meglumine, Guerbet, Aulnay-sous-Bois, France.

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    Table 2:

    Effect of image processing on sensitivity and specificity for detection of optic neuritis on FLAIR and contrast-enhanced T1WI by 6 masked readers including 2 radiology residents (readers 1, 2), 2 neuroradiology fellows (readers 3, 4), and 2 attending neuroradiologists (readers 5, 6)

    Reader123456Average
    Sensitivity for baseline FLAIR image18/2816/2819/2827/2819/2821/2871.4 ± 13.6
    64%57%68%96%68%75%
    Sensitivity for processed FLAIR image26/2826/2826/2827/2827/2827/2894.6 ± 2.0
    93%93%93%96%96%96%
    Specificity for baseline FLAIR image28/2828/2826/2820/2826/2827/2892.3 ± 10.7
    100%100%93%71%93%96%
    Specificity for processed FLAIR image26/2825/2826/2824/2826/2827/2891.7 ± 3.7
    93%89%93%86%93%96%
    P valuea<.001<.001.02.02.01.01
    Sensitivity for baseline contrast-enhanced image17/2818/2820/2825/2819/2822/2872.0 ± 10.5
    61%64%71%89%68%79%
    Sensitivity for processed contrast-enhanced image22/2820/2821/2823/2824/2822/2878.6 ± 5.1
    79%71%75%82%86%79%
    Specificity for baseline contrast-enhanced image18/1818/1818/1813/1817/1818/1894.4 ± 11.1
    100%100%100%72%94%100%
    Specificity for processed contrast-enhanced image18/1818/1818/1817/1817/1818/1898.1 ± 2.9
    100%100%100%94%94%100%
    P valuea<.001<.001.002.12.01.003
    • ↵a P value for improvement of diagnostic performance in the optic neuritis eyes compared with the control eyes.

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American Journal of Neuroradiology: 40 (6)
American Journal of Neuroradiology
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1 Jun 2019
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L. Stunkel, A. Sharma, M.S. Parsons, A. Salter, G.P. Van Stavern
Evaluating the Utility of a Postprocessing Algorithm for MRI Evaluation of Optic Neuritis
American Journal of Neuroradiology Jun 2019, 40 (6) 1043-1048; DOI: 10.3174/ajnr.A6057

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Evaluating the Utility of a Postprocessing Algorithm for MRI Evaluation of Optic Neuritis
L. Stunkel, A. Sharma, M.S. Parsons, A. Salter, G.P. Van Stavern
American Journal of Neuroradiology Jun 2019, 40 (6) 1043-1048; DOI: 10.3174/ajnr.A6057
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