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Diagnostic Usefulness of Synthetic MMG (SMMG) with DBT (Digital Breast Tomosynthesis) for Clinical Setting in Breast Cancer Screening

机译:乳腺癌筛选临床环境中合成MMG(SMMG)的诊断有用性

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We evaluated the diagnostic performance of a novel image processing technique of synthetic MMG (SMMG) as 2D-like visualization approach with and without DBT slice images (DBT) compared with that of 2D MMG (MMG) alone. With one-view MMG and DBT, the radiation doses, utilizing the ACR phantom 156, were 1.20 mGy and 1.80 mGy. The number of the cases was 108, MMG, SMMG, and DBT slice images were evaluated independently by 4 readers utilizing ROC analysis and diagnostic performance. SMMG plus DBT demonstrated higher area under the curve (AUC) and superior diagnostic accuracy with sensitivity, specificity, and NPV compared with SMMG and MMG alone (p < 0.05). In addition, a 40 % decrease of radiation dose with SMMG plus DBT compared with MMG plus DBT as the current setting will enable us to apply a two-view SMMG plus DBT in breast cancer screening instead of MMG.
机译:我们评估了合成MMG(SMMG)的新型图像处理技术的诊断性能,与单独的2D mmg(mmg)相比,没有DBT切片图像(DBT)。通过单视毫克和DBT,利用ACR Phantom 156的辐射剂量为1.20 MGY和1.80 MGY。使用ROC分析和诊断性能,4个读者独立地评估了案件的数量为108,mmg,smmg和DBT切片图像。 SMMG Plus DBT在曲线(AUC)下展示了更高的区域,以及与单独的SMMG和MMG相比具有敏感性,特异性和NPV的卓越诊断精度(P <0.05)。此外,随着MMG PLUS DBT的辐射剂量减少了40%的辐射剂量,因为当前设置使我们能够在乳腺癌筛选中应用双视图SMMG Plus DBT而不是MMG。

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