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Automatic Distance Measurement of Abdominal Aorta for Ultrasonography-based Visceral Fat Estimation

机译:基于超声的内脏脂肪估计的腹主动脉自动测量

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Ultrasonography-based visceral fat estimation is a promising method to assess central obesity, which is associated with metabolic syndrome. The key to this method is to measure three types of distance in the ultrasound image. The most important one is the distance from the skin surface to the posterior wall of the abdominal aorta. We present a novel automatic measurement method to calculate this distance using 1D ultrasound signal processing. It is different from the conventional 2D image processing based methods which have high failure rate when the target is blurred or partially imaged. The proposed method identifies the waveforms of the aorta along a group of ultrasound scan lines and a rating mechanism is introduced to choose the best waveform for distance calculation. The robustness and accuracy of the method were evaluated by experiments based on clinical data.
机译:基于超声检查的内脏脂肪估计是评估中央肥胖症的有希望的方法,这与代谢综合征有关。该方法的关键是测量超声图像中的三种类型的距离。最重要的是从皮肤表面到腹主动脉的后壁的距离。我们介绍了一种使用1D超声信号处理计算此距离的新型自动测量方法。它与基于传统的2D图像处理的方法不同,当目标模糊或部分成像时具有高故障率的方法。所提出的方法识别沿着一组超声扫描线的主动脉的波形,并引入额定机构以选择用于距离计算的最佳波形。通过基于临床数据的实验评估该方法的鲁棒性和准确性。

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