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Enhancement and Segmentation Workflow for the Developing Zebrafish Vasculature ?

机译:斑马鱼脉管系统的增强和分割工作流程?

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Zebrafish have become an established in vivo vertebrate model to study cardiovascular development and disease. However, most published studies of the zebrafish vascular architecture rely on subjective visual assessment, rather than objective quantification. In this paper, we used state-of-the-art light sheet fluorescence microscopy to visualize the vasculature in transgenic fluorescent reporter zebrafish. Analysis of image quality, vascular enhancement methods, and segmentation approaches were performed in the framework of the open-source software Fiji to allow dissemination and reproducibility. Here, we build on a previously developed image processing pipeline; evaluate its applicability to a wider range of data; apply and evaluate an alternative vascular enhancement method; and, finally, suggest a work-flow for successful segmentation of the embryonic zebrafish vasculature.
机译:斑马鱼已经成为研究心血管发展和疾病的已建立的体内脊椎动物模型。但是,大多数有关斑马鱼血管结构的研究都依靠主观视觉评估,而不是客观量化。在本文中,我们使用了最先进的光片荧光显微镜技术来观察转基因荧光报告基因斑马鱼的脉管系统。在开源软件Fiji的框架内对图像质量,血管增强方法和分割方法进行了分析,以实现传播和再现性。在此,我们以先前开发的图像处理管道为基础;评估其对更广泛数据的适用性;应用和评估替代性血管增强方法;最后,提出了成功分割胚胎斑马鱼脉管系统的工作流程。

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