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使用活动轮廓从B超超声图像自动测量皮肤厚度。

Automatic measurement of dermal thickness from B-scan ultrasound images using active contours.

作者信息

Lagarde Jean-Michel, George Jéróme, Soulcié Romain, Black David

机构信息

Cerper, Centre Jean-Louis Alibert, Institut de Recherche Pierre Fabre, Hotel Dieu Saint-Jacques, Toulouse, France.

出版信息

Skin Res Technol. 2005 May;11(2):79-90. doi: 10.1111/j.1600-0846.2005.00108.x.

Abstract

BACKGROUND/PURPOSE: Measurement of dermal thickness is useful in the evaluation of dermo-cosmetics for assessing not only morphological changes but also mechanical properties of this layer. Our aim was first to standardise the manual dermal thickness measurement procedure on B-scan ultrasound images, then to develop an automatic operator independent method to detect the boundaries of the dermis.

MATERIAL AND METHODS

The Dermcup 20 MHz B-scan ultrasound system was used. The method used for detecting the boundaries was adapted from active contour algorithms. The innovative aspect of the method consists in an automatic initialization of the first step of the algorithm. To validate the method, we correlated measurements obtained by the manual and automatic approaches from a set of images from different anatomical sites.

RESULTS AND CONCLUSION

The results showed for the two measurement methods, 72% of the images were perfectly correlated. The remaining images required manual initialization of the boundaries by a non-expert operator before the active contour process could be used. Subsequent to this semi-automatic procedure, the correlation was very high.

摘要

背景/目的:测量真皮厚度不仅有助于评估皮肤形态变化,还能评估该层的机械性能,对皮肤美容产品的评估很有用。我们的目标首先是在B超图像上规范手动测量真皮厚度的程序,然后开发一种独立于操作员的自动方法来检测真皮边界。

材料与方法

使用Dermcup 20兆赫B超系统。检测边界的方法改编自活动轮廓算法。该方法的创新之处在于算法第一步的自动初始化。为验证该方法,我们将手动和自动方法从不同解剖部位的一组图像中获得的测量结果进行了关联。

结果与结论

结果表明,对于两种测量方法,72%的图像具有完美的相关性。其余图像在使用活动轮廓程序之前需要非专业操作员手动初始化边界。在这个半自动程序之后,相关性非常高。

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