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透明带的自动分割及其在卵裂期胚胎活检位置选择中的应用。

Automatic segmentation of zona pellucida and its application in cleavage-stage embryo biopsy position selection.

作者信息

Wang Zenan, Ang Wei Tech, Tan Steven Yih Min, Latt Win Tun

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:3859-64. doi: 10.1109/EMBC.2015.7319236.

Abstract

A very important step of Pre-implantation genetic diagnosis (PGD) is embryo biopsy, in which process the zona pellucida (ZP) is cut open partially and a part of cellular material is extracted from the embryo. Recognition of the ZP is necessary not only for embryo biopsy, but also for other applications such as zona pellucida thickness variation (ZPTV), embryo dissection, etc. The ZP opening position is closely related to the cell survival rate after the biopsy. Selection of an unsuitable position may cause blastomere lysis after the ZP opening. Normal procedures of ZP recognition and biopsy position selection involve a skilled human embryologist. In order to make the process automatic, we introduce an automatic segmentation method for ZP recognition by using edge detection and ellipse fitting with a value adjustment algorithm in this paper. An application of ZP recognition in embryo biopsy position selection is also introduced. Our ZP recognition algorithm was able to correctly segment 43 out of 45 sample embryo images, achieving a success rate of 96%. Its application in embryo biopsy position selection achieved a success rate of 93%.

摘要

植入前基因诊断(PGD)的一个非常重要的步骤是胚胎活检,在这个过程中,透明带(ZP)被部分切开,一部分细胞物质从胚胎中提取出来。识别透明带不仅对胚胎活检很有必要,对其他应用如透明带厚度变化(ZPTV)、胚胎解剖等也是如此。透明带开口位置与活检后的细胞存活率密切相关。选择不合适的位置可能会导致透明带开口后卵裂球溶解。透明带识别和活检位置选择的正常程序需要熟练的人类胚胎学家。为了使这个过程自动化,我们在本文中介绍一种通过边缘检测和椭圆拟合以及值调整算法进行透明带识别自动分割的方法。还介绍了透明带识别在胚胎活检位置选择中的应用。我们的透明带识别算法能够正确分割45个样本胚胎图像中的43个,成功率达到96%。其在胚胎活检位置选择中的应用成功率达到93%。

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