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A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images

机译:超声图像中胎儿颈部半透明性的半自动测量方法

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摘要

Nowadays the measurement of the nuchal translucency thickness is being used as part of routine ultrasound scanning during the end of the first trimester of pregnancy, for the screening of chromosomal defects, as trisomy 21. Currently, the measurement is being performed manually by physicians. The measurement can take a long time for being accomplished, needs to be performed by highly skilled operators, and is prone to errors. In this paper we present an algorithm that automatically detects the border of the nuchal translucency, once a region of interest has been manually identified. The algorithm is based on the minimisation of a cost function, and the optimisation is performed using the dynamic programming paradigm. The method we present overcomes several of the drawbacks present in the state of the art algorithms.
机译:如今,在怀孕的头三个月末期,作为常规超声扫描的一部分,已将颈部半透明厚度的测量用于筛查染色体缺陷(如三体性21)。目前,该测量由医生手动进行。该测量可能需要很长时间才能完成,需要由高技能的操作员执行,并且容易出错。在本文中,我们提出了一种算法,一旦手动识别了感兴趣的区域,就会自动检测颈部半透明的边界。该算法基于成本函数的最小化,并且使用动态编程范例执行优化。我们提出的方法克服了现有算法中存在的一些缺点。

著录项

  • 来源
    《》|2009年|613-622|共10页
  • 会议地点 Vietri sul Mare(IT);Vietri sul Mare(IT)
  • 作者单位

    Dipartimento di Scienze Fisiche Universita degli Studi di Napoli Federico II Napoli, Italy;

    Dipartimento di Scienze Fisiche Universita degli Studi di Napoli Federico II Napoli, Italy;

    Dipartimento di Scienze Fisiche Universita degli Studi di Napoli Federico II Napoli, Italy;

    Dipartimento di Scienze Fisiche Universita degli Studi di Napoli Federico II Napoli, Italy;

    Dipartimento di Informatica e Scienze dell'Informazione Universita degli Studi di Genova Genova, Italy;

    Dipartimento di Informatica e Scienze dell'Informazione Universita degli Studi di Genova Genova, Italy;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 信息处理(信息加工);
  • 关键词

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