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Diagnostic accuracy of semiautomatic lesion detection plus quantitative susceptibility mapping in the identification of new and enhancing multiple sclerosis lesions

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单位: [1]Huazhong Univ Sci & Technol, Tongji Hosp, Dept Radiol, Tongji Med Coll, Wuhan, Hubei, Peoples R China [2]Weill Cornell Med, Dept Radiol, New York, NY USA [3]Weill Cornell Med, Dept Healthcare Policy & Res, New York, NY USA [4]Weill Cornell Med, Dept Neurol, New York, NY USA [5]Weill Cornell Med, Feil Family Brain & Mind Res Inst, New York, NY USA [6]Cornell Univ, Dept Biomed Engn, Ithaca, NY USA
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关键词: Multiple sclerosis Quantitative susceptibility mapping (QSM) Image subtraction

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Purpose: To evaluate the diagnostic accuracy of a novel non-contrast brain MRI method based on semiautomatic lesion detection using T2w FLAIR subtraction image, the statistical detection of change (SDC) algorithm (T2w + SDC), and quantitative susceptibility mapping (QSM). This method identifies new lesions and discriminates between enhancing and nonenhancing lesions in multiple sclerosis (MS). Methods: Thirty three MS patients who had MRIs at two different time points with at least one new Gd-enhancing lesion on the 2nd MRI were included in the study. For a reference standard, new lesions were identified by two neuroradiologists on T2w and post-Gd T1w images with the help of T2w + SDC. The diagnostic accuracy of the proposed method based on QSM and T2w + SDC lesion detection (T2w + SDC + QSM) for assessing lesion enhancement status was determined. Receiver operating characteristic (ROC) analysis was performed to compute the optimal lesion susceptibility cutoff value. Results: A total of 165 new lesions (54 enhancing, 111 nonenhancing) were identified. The sensitivity and specificity of T2w + SDC + QSM in predicting lesion enhancement status were 90.7% and 85.6%, respectively. For lesions >= 50mm(3), ROC analysis showed an optimal QSM cutoff value of 13.5 ppb with a sensitivity of 88.4% and specificity of 88.6% (0.93, 95% CI, 0.87-0.99). For lesions >= 15mm(3), the optimal QSM cutoff was 15.4 ppb with a sensitivity of 77.9% and specificity of 94.0% (0.93, 95% CI, 0.89-0.97). Conclusion: The proposed T2w + SDC + QSM method is highly accurate for identifying and predicting the enhancement status of new MS lesions without the use of Gd injection.

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出版当年[2017]版:
大类 | 2 区 医学
小类 | 2 区 神经成像
最新[2025]版:
大类 | 2 区 医学
小类 | 2 区 神经成像
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出版当年[2016]版:
Q1 NEUROIMAGING
最新[2023]版:
Q2 NEUROIMAGING

影响因子: 最新[2023版] 最新五年平均 出版当年[2016版] 出版当年五年平均 出版前一年[2015版] 出版后一年[2017版]

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第一作者单位: [1]Huazhong Univ Sci & Technol, Tongji Hosp, Dept Radiol, Tongji Med Coll, Wuhan, Hubei, Peoples R China [2]Weill Cornell Med, Dept Radiol, New York, NY USA
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通讯机构: [2]Weill Cornell Med, Dept Radiol, New York, NY USA [5]Weill Cornell Med, Feil Family Brain & Mind Res Inst, New York, NY USA [*1]525 East 68th St,Box 141,Starr 8A, New York, NY 10065 USA
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