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Research ArticlePatient Safety
Open Access

Effects of Increased Image Noise on Image Quality and Quantitative Interpretation in Brain CT Perfusion

K. Juluru, J.C. Shih, A. Raj, J.P. Comunale, H. Delaney, E.D. Greenberg, C. Hermann, Y.B. Liu, A. Hoelscher, N. Al-Khori and P.C. Sanelli
American Journal of Neuroradiology August 2013, 34 (8) 1506-1512; DOI: https://doi.org/10.3174/ajnr.A3448
K. Juluru
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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J.C. Shih
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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A. Raj
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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J.P. Comunale
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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H. Delaney
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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E.D. Greenberg
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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C. Hermann
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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Y.B. Liu
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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A. Hoelscher
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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N. Al-Khori
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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P.C. Sanelli
aFrom the Department of Radiology, Weill Cornell Medical College, New York-Presbyterian Hospital, New York, New York.
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  • Fig 1.
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    Fig 1.

    Representative reference scan at 190 mAs (A) and simulated 44-mAs scan (B) in a single section of a CTP examination. Dose reduction, achieved through tube current reduction, primarily results in increased image noise, demonstrated as increased “graininess” in the simulated 44-mAs scan.

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    Fig 2.

    A representative blood volume map obtained in a single participant. The map shows placement of 26 uniform regions of interest: 12 in the right lobe, 12 in the left lobe, and 1 each over the right and left basal ganglia. Similar ROIs were placed over each section of a CTP dataset. The positions of ROIs from all sections in a given reference dataset were saved as a template and then were pasted onto the 5 generated noise datasets, ensuring perfect uniformity of position.

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    Fig 3.

    Frequency of quality scores assigned by the 6 observers to noise datasets at each noise level for (A) CBF (Spearman rank coefficient = −0.34; P < .0001), (B) CBV (Spearman rank coefficient = −0.35; P < .0001), and (C) MTT (Spearman rank coefficient = −0.44; P < .0001).

Tables

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    Table 1:

    Simulated exposure for CTP examinations at each level of noise added

    Noise LevelAdded Noise Distribution, σ(add)Simulated Exposure, E2 (Range) (mAs)
    10.8188 (187–188)
    22.0177 (174–180)
    32.8167 (161–171)
    45.3127 (116–135)
    513.744 (36–51)
    • Note:—The range is determined using noise values of the reference scans at 1 SD above and below the mean, σ(E1) = 7.5 ± 0.8.

    • E2 indicates second exposure level.

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    Table 2:

    Difference of least square means in perfusion parameters between reference dataset and noise datasets across all ROIs in all participants and across ROIs in participants with perfusion abnormalities (subanalysis)

    Perfusion ParameterSimulated Exposure (mAs)All ROIsOnly in ROIs with Perfusion Abnormalities
    Difference from Reference DatasetStandard ErrorPAdj PDifference from Reference DatasetStandard ErrorPAdj P
    CBF (mL/100 g/min)188−0.120.68.87>.99−0.350.86.69>.99
    177−0.200.68.77>.99−0.220.86.80>.99
    167−0.720.68.29.73−0.670.86.44.90
    127−0.600.68.38.85−0.010.86.99>.99
    44−1.810.68.01.040.470.86.58.97
    CBV (mL/100 g/min)1880.000.02.89>.99−0.010.02.74>.99
    1770.000.02.91>.990.000.02.99>.99
    1670.000.02.92>.990.000.02.93>.99
    1270.020.02.26.680.010.02.62.98
    440.070.02<.0001<.0010.100.02<.0001<.0001
    MTT (sec)1880.000.06.94>.990.030.10.79>.99
    1770.020.06.74>.990.050.10.66>.99
    1670.060.06.32.780.070.10.47.92
    1270.110.06.08.280.070.10.51.95
    440.460.06<.0001<.0010.330.10.00.01
    • Note:—ROIs with perfusion abnormalities were identified by a trained neuroradiologist (P.S.) with 12 years of experience.

    • Adj P indicates adjusted P value.

    • View popup
    Table 3:

    Coefficient of variance of perfusion parameters in noise datasets generated in 6 trials at each noise level

    Simulated Exposure (mAs)Coefficient of Variance (%)
    CBFCBVMTT
    1881.30.31.2
    1772.10.71.9
    1673.20.92.9
    1274.11.94.6
    447.14.56.7
    • Note:—Coefficient of variance is defined as SD/mean × 100.

    • View popup
    Table 4:

    Mean calculated interuser agreeability PABAK score for each CTP map

    Simulated Exposure (mAs)Mean PABAK Score of CBF Maps (range)Mean PABAK Score of CBV Maps (range)Mean PABAK Score of MTT Maps (range)
    1880.95 (0.88-1)1.00 (1-1)0.83 (0.70-0.98)
    1770.98 (0.93-1)1.00 (1-1)0.86 (0.70-0.98)
    1670.98 (0.93-1)1.00 (1-1)0.88 (0.73-1)
    1270.95 (0.88-1)1.00 (1-1)0.74 (0.43-1)
    440.51 (0.18-0.93)0.83 (0.58-1)0.05 (−0.87-0.68)
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American Journal of Neuroradiology: 34 (8)
American Journal of Neuroradiology
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Cite this article
K. Juluru, J.C. Shih, A. Raj, J.P. Comunale, H. Delaney, E.D. Greenberg, C. Hermann, Y.B. Liu, A. Hoelscher, N. Al-Khori, P.C. Sanelli
Effects of Increased Image Noise on Image Quality and Quantitative Interpretation in Brain CT Perfusion
American Journal of Neuroradiology Aug 2013, 34 (8) 1506-1512; DOI: 10.3174/ajnr.A3448

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Effects of Increased Image Noise on Image Quality and Quantitative Interpretation in Brain CT Perfusion
K. Juluru, J.C. Shih, A. Raj, J.P. Comunale, H. Delaney, E.D. Greenberg, C. Hermann, Y.B. Liu, A. Hoelscher, N. Al-Khori, P.C. Sanelli
American Journal of Neuroradiology Aug 2013, 34 (8) 1506-1512; DOI: 10.3174/ajnr.A3448
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