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Edge Detection and Diameter Measurement of Appendiceal Ultrasound Images for the Assessment of Acute Appendicitis

机译:阑尾超声图像的边缘检测和直径测量以评估急性阑尾炎

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摘要

Acute appendicitis is one of the most common surgical emergencies worldwide. Accurate confirmation of appendicitis either clinically or by ultrasonography (US) evaluation is essential for early treatment. In current clinical practice, the measurement of the outer appendiceal diameter by sonographers has been used to confirm acute appendicitis. Thus, certain image processing can be used to enhance the image quality to help sonographers in performing a better diagnosis. This paper proposed a series of image processing method including image thresholding, enhancement and edge detection before measuring the appendiceal. Ten trials of measurement by sonographers using ultrasound and measurement after image processing were gathered. Statistical analyses of both measurements were computed. Mean and standard deviation for the sonographers measurements and measurements after image processing are 4.937±0.1425989mm and 4.613710±0.0839246mm respectively. Sonographers measurement showed higher variability compared to measurement after image processing thus measuring the appendiceal diameter after image processing is more reliable.
机译:急性阑尾炎是全球最常见的外科急症之一。临床或通过超声检查(US)准确诊断阑尾炎对于早期治疗至关重要。在当前的临床实践中,超声检查者对阑尾外直径的测量已被用于确认急性阑尾炎。因此,可以使用某些图像处理来增强图像质量,以帮助超声检查医师进行更好的诊断。本文提出了一种在测量阑尾之前的图像处理方法,包括图像阈值化,增强和边缘检测。收集了十个超声检查者使用超声进行测量和图像处理后测量的试验。计算两种测量的统计分析。超声医师的测量结果和图像处理后的测量结果的平均值和标准偏差分别为4.937±0.1425989mm和4.613710±0.0839246mm。与图像处理后的测量相比,超声检查者的测量显示出更高的可变性,因此在图像处理后测量阑尾直径更加可靠。

著录项

  • 来源
  • 会议地点 Zlin(CZ)
  • 作者单位

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

    Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia UTM Skudai, 81310 Johor Bahru, Johor MALAYSIA;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    kidney ultrasound; region of interest; seed point; texture analysis; morphological operation;

    机译:肾脏超声感兴趣的区域;种子点纹理分析;形态学操作;

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