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Research ArticleBrain
Open Access

Discrimination of Tumorous Intracerebral Hemorrhage from Benign Causes Using CT Densitometry

Y.S. Choi, T.H. Rim, S.S. Ahn and S.-K. Lee
American Journal of Neuroradiology May 2015, 36 (5) 886-892; DOI: https://doi.org/10.3174/ajnr.A4233
Y.S. Choi
aFrom the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.)
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T.H. Rim
bDepartment of Ophthalmology, Institute of Vision Research (T.H.R.), College of Medicine, Yonsei University, Seoul, Korea.
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S.S. Ahn
aFrom the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.)
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S.-K. Lee
aFrom the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.)
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  • Fig 1.
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    Fig 1.

    Flowchart of study population enrollment. IVH indicates intraventricular hemorrhage.

  • Fig 2.
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    Fig 2.

    Representative cases of semiautomatic segmentation of tumorous (A and B) and nontumorous (C and D) ICHs and their relative frequency histogram of hematoma attenuation (E). ICH was segmented with a semiautomatic method based on a voxel-intensity threshold of 40–130 HU. On histogram analysis, the 5th and 25th percentile values were 26 HU and 38 HU in tumorous ICHs and 40 HU and 65 HU in nontumorous ICHs, respectively, and were discriminated correctly by using our histogram analysis.

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    Fig 3.

    Differences among the 5 groups in histogram parameters of ICH attenuation are list on the x-axis of each boxplot: 1) primary ICH without antithrombotics, 2) primary ICH with antithrombotics, 3) secondary ICH due to vascular malformation, 4) secondary ICH due to brain metastasis, and 5) secondary ICH due to primary brain tumor.

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    Fig 4.

    Differences in histogram parameters of ICH attenuation in tumor and nontumorous ICHs. All histogram parameters except maximum value and kurtosis were significantly different between tumorous and nontumorous ICHs. Tumors had lower cumulative histogram parameters and positive skewness. NT indicates nontumorous ICHs; T, tumorous ICHs.

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    Fig 5.

    Receiver operating characteristic curves of histogram parameters for discrimination of tumor and nontumorous ICHs.

Tables

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    Table 1:

    Demographic data of study population (n = 110)

    ParameterNontumorous ICH (n = 90)Tumorous ICH (n = 20)P Valuea
    Primary ICH (n = 64)Secondary ICH (n = 46)
    Without Antithrombotics (n = 51)With Antithrombotics (n = 13)Vascular Malformation (n = 26)Metastasis (n = 12)Primary Brain Tumor (n = 8)
    Age (year)57.0 ± 20.466.8 ± 11.731.0 ± 20.956.8 ± 14.947.9 ± 20.9<.01
    Gender (M:F)29:228:514:129:34:4.75
    Onset–CT interval time (hours)10.0 ± 8.215.2 ± 7.18.5 ± 7.87.0 ± 6.49.5 ± 7.1.08
    • ↵a Difference among the 5 groups tested by 1-way analysis of variance or χ2 test.

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    Table 2:

    Differences in histogram parameters for ICH attenuation among the 5 groups

    ParameterPrimary ICH without Antithrombotics (n = 51)Primary ICH with Antithrombotics (n = 13)Vascular Malformation (n = 26)Metastasis (n = 12)Primary Brain Tumor (n = 8)P Valuea
    Mean57.31 ± 7.4052.64 ± 7.3554.12 ± 6.9646.94 ± 9.0745.08 ± 10.34<.01
    Minimum21.65 ± 9.6511.69 ± 9.5218.62 ± 7.0514.83 ± 8.509.00 ± 5.29<.01
    Percentiles
        5th37.73 ± 6.7030.38 ± 7.3835.56 ± 5.5328.50 ± 6.2626.38 ± 6.50<.01
        25th49.47 ± 8.3642.77 ± 9.1445.85 ± 7.0538.58 ± 8.5034.38 ± 8.00<.01
        50th58.78 ± 8.4654.00 ± 8.7155.35 ± 8.3147.42 ± 10.3244.38 ± 11.65<.01
        75th65.73 ± 7.4262.92 ± 6.7162.65 ± 7.9555.00 ± 10.5754.13 ± 14.88<.01
        95th73.02 ± 7.0271.15 ± 5.5170.00 ± 7.3864.58 ± 9.0267.25 ± 11.65<.01
    Maximum99.33 ± 16.46104.69 ± 17.6794.31 ± 18.4792.08 ± 14.05122.00 ± 65.95.29
    Skewness−0.32 ± 0.35−0.18 ± 0.50−0.13 ± 0.560.05 ± 0.470.63 ± 0.66<.01
    Kurtosis2.64 ± 0.522.95 ± 0.963.00 ± 2.112.96 ± 1.214.11 ± 2.47<.01
    • ↵a Difference among the 5 groups tested using 1-way analysis of variance before pair-wise comparison.

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    Table 3:

    Diagnostic performance of ICH attenuation histogram parameters for discriminating tumor and nontumorous ICHs

    ParameterAz Value95% CICutoff ValueaSensitivity (%)Specificity (%)
    Minimum0.710.59–0.841762.285.0
    Percentiles
        5th0.810.72–0.913465.685.0
        25th0.810.71–0.924470.080.0
        50th0.780.66–0.895365.675.0
        75th0.740.60–0.876072.265.0
        95th0.690.54–0.846390.045.0
    Mean0.780.66–0.9049.1181.165.0
    Skewness0.780.67–0.88−0.0275.025.0
    • Note:—Az indicates area under the receiver operating characteristic curve.

    • ↵a Determined by maximizing the Youden index.

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American Journal of Neuroradiology: 36 (5)
American Journal of Neuroradiology
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Cite this article
Y.S. Choi, T.H. Rim, S.S. Ahn, S.-K. Lee
Discrimination of Tumorous Intracerebral Hemorrhage from Benign Causes Using CT Densitometry
American Journal of Neuroradiology May 2015, 36 (5) 886-892; DOI: 10.3174/ajnr.A4233

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Discrimination of Tumorous Intracerebral Hemorrhage from Benign Causes Using CT Densitometry
Y.S. Choi, T.H. Rim, S.S. Ahn, S.-K. Lee
American Journal of Neuroradiology May 2015, 36 (5) 886-892; DOI: 10.3174/ajnr.A4233
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