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Feasibility study for the improvement of microcalcification visualization in different breast thicknesses and tissue components using a dual-energy approach in digital mammography

机译:在数字化乳腺摄影中使用双能方法改善不同乳房厚度和组织成分的微钙化可视化的可行性研究

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OBJECTIVE: The purpose of this study was to improve detectability of microcalcifications using a dual-energy digital mammographic (DEDM) technique. METHODS: Slabs of uniform breast-equivalent plastic and an additional plate were used to mimic various breast thicknesses, from 3 to 7 cm, and to simulate microcalcification with diameters from 0.16 to 0.39 mm. Free-response receiver operating characteristics and area under the curves (Az) were used to evaluate the sensitivity of detecting microcalcifications using the DEDM compared with using the conventional single-energy digital mammography (SEDM). RESULTS: The mean number of false-positives per image was 0.0198 (Az = 0.956 ± 0.027) using DEDM compared with 0.292 (Az = 0.681 ± 0.235) using SEDM. A lower radiation dose could be possibly obtained for the DEDM technique with a thickness of less than 5 cm compared with the SEDM with a thickness larger than 5 cm. CONCLUSIONS: Microcalcifications could be more accurately and efficiently detected using the DEDM, which might bring reliable and promising applications on early computer-aided diagnosis of breast cancer.
机译:目的:本研究的目的是使用双能量数字乳腺X线摄影(DEDM)技术提高微钙化的可检测性。方法:使用均匀的等同于乳房的塑料板和一块附加的板来模拟各种厚度的乳房(3至7厘米),并模拟直径从0.16至0.39毫米的微钙化。与使用常规单能数字乳腺X线摄影术(SEDM)相比,使用自由响应的接收器操作特性和曲线下面积(Az)来评估​​使用DEDM探测微钙化的敏感性。结果:使用DEDM时,每张图像的假阳性平均数为0.0198(Az = 0.956±0.027),而使用SEDM时为0.292(Az = 0.681±0.235)。与厚度大于5 cm的SEDM相比,厚度小于5 cm的DEDM技术可能获得较低的辐射剂量。结论:使用DEDM可以更准确,更有效地检测微钙化,这可能在早期计算机辅助乳腺癌诊断中提供可靠且有希望的应用。

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