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Automatic Bowel Sound Detection under Cloth Rubbing Noise

机译:布料摩擦噪声下的自动肠道声音检测

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Conventionally, bowel sound is considered an important index for understanding a patient’s intestinal condition. At present, bowel sound is determined by a doctor’s auscultation with a stethoscope. The auscultation is based on experience and intuition, and is short-term. Therefore, research has been conducted to enable a long-term and quantitative measurement of bowel sound. However, these studies measured bowel sound for bedridden patients only, and no study has yet measured them for moving patients. To measure bowel sound even for a moving patient, a portable bowel sound detection device needs to be developed. For this purpose, a new sensor that is smaller than the conventional stationary prototype, with the addition of noise resistance, is developed in this study. The noise resistance is added through signal processing conducted on a computer. This study focuses on the rubbing sound of clothes, which is the most influential noise generated when moving. In addition, a notch filter, wavelet filter, and low-pass filter are used to extract only the cloth rubbing and bowel sounds. In addition, the difference in the number of peaks and the enhancement of the bowel sound spectrum characteristics are used to distinguish between the two sounds. As a result, automatically, only the bowel sound is detected.
机译:传统上,肠声被认为是理解患者肠道状况的重要指标。目前,肠声由医生用听诊器的听诊决定。听诊是基于经验和直觉,并且是短期的。因此,已经进行了研究,以实现肠声的长期和定量测量。然而,这些研究仅测量了卧床后患者的肠声,并且没有研究患者尚未测量它们。为了为移动患者测量肠声,需要开发便携式肠声音检测装置。为此目的,在本研究中开发了一种小于传统固定式原型的新传感器,该传感器具有抗噪声性。通过在计算机上进行的信号处理添加抗噪声电阻。这项研究侧重于擦衣的声音,这是移动时产生的最具影响力的噪音。另外,使用凹口滤波器,小波滤波器和低通滤波器仅用于仅提取布摩擦和肠声。另外,峰值的差异和肠声光谱特性的增强用于区分两个声音。结果,自动,只检测到肠声。

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