小鼠胚胎面部图像分类用于胎儿酒精综合征动物模型研究

S. Fang, Y. Liu, Jeffrey R. Huang, S. Vinci-Booher, Bruce Anthony, F. Zhou
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引用次数: 6

摘要

胎儿酒精综合症(FAS)是一种由孕期饮酒引起的发育障碍。计算机成像技术已被应用于研究与FAS相关的人类面部畸形。本文介绍了一种基于多角度图像分类技术的小鼠胚胎微视频图像面部图像分析新方法。从几个不同角度拍摄的图像被分别分析,并将结果结合起来进行分类,以区分有酒精和没有酒精的胚胎。动物模型的分析结果为了解FAS和人类患者的潜在治疗方案提供了重要参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Facial image classification of mouse embryos for the animal model study of fetal alcohol syndrome
Fetal Alcohol Syndrome (FAS) is a developmental disorder caused by maternal drinking during pregnancy. Computerize imaging techniques have been applied to study human facial dysmorphology associated with FAS. This paper describes a new facial image analysis method based on a multi-angle image classification technique using micro-video images of mouse embryo. Images taken from several different angles are analyzed separately, and the results are combined for classifications that separate embryos with and without alcohol exposures. Analysis results from animal models provide critical references for the understanding of FAS and potential therapy solutions for human patients.
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