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An optoelectromechanical tactile sensor for detection of breast lumps

机译:用于检测乳房肿块的光电式触觉传感器

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摘要

We developed a compact tactile imaging (TI) system to guide the clinician or the self-user for noninvasive detection of breast tumors. Our system measures the force distribution based on the difference in stiffness between a palpated object and an abnormality within. The average force resolution, force range, and the spatial resolution of the device are 0.02 N, 0-4 N, and 2.8 mm, respectively. To evaluate the performance of the proposed TI system, compression experiments were performed to measure the sensitivity and specificity of the system in detecting tumor-like inclusions embedded in tissue-like cylindrical silicon samples. Based on the experiments performed with 11 inclusions, having two different sizes and two different stiffnesses located at three different depths, our TI system showed an average sensitivity of 90.8 +/- 8.1 percent and an average specificity of 89.8 +/- 12.7 percent. Finally, manual palpation experiments were performed with 12 human subjects on the same silicon samples and the results were compared to that of the TI system. The performance of the TI system was significantly better than that of the human subjects in detecting deep inclusions while the human subjects performed slightly better in detecting shallow inclusions close to the contact surface.
机译:我们开发了紧凑的触觉成像(TI)系统,以指导临床医生或自用者进行乳腺肿瘤的非侵入性检测。我们的系统根据触诊物体和内部异常之间的刚度差异来测量力分布。设备的平均力分辨率,力范围和空间分辨率分别为0.02 N,0-4 N和2.8 mm。为了评估所提出的TI系统的性能,进行了压缩实验,以测量该系统在检测嵌入在组织状圆柱硅样品中的肿瘤状内含物的敏感性和特异性。基于对11种夹杂物进行的实验,这些夹杂物具有两个不同的尺寸和位于三个不同深度的两个不同的刚度,我们的TI系统显示出90.8 +/- 8.1%的平均灵敏度和89.8 +/- 12.7%的平均特异性。最后,在12个人类受试者的相同硅样品上进行了手动触诊实验,并将结果与​​TI系统的结果进行了比较。 TI系统在检测深夹杂物方面的性能明显优于人类对象,而在检测靠近接触表面的浅夹杂物方面性能稍好。

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