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Analyzing 3D cell data of optical diffraction tomography through volume rendering

机译:通过体积渲染分析光学衍射层析成像的3D单元数据

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Optical diffraction tomography (ODT) constitutes a novel approach for acquiring cell images since it is capable of capturing morphology of a living cell without chemical treatment. ODT is an interferometric technique that measures the 3D refractive index (RI) distribution of optically transparent samples such as biological cells. Unlike other cell imaging modalities, naïve ODT data do not contain encoded information about the cellular properties such as labeled protein in fluorescent microscopic data or the fixed border of a cell wall in scanning electron microscopic data. Therefore, specifying the region of interest in the raw image is an important and challenging task for a quantitative analysis of ODT cell data. We propose an interactive interface for reconstructing 3D shape of cells from ODT image data based on intervening visualization results of the cell data to guide the investigator observing the overall blueprint of cell morphology. The cell organelles are segmented based on the lookup table referring corresponding transfer function items adopted from volume rendering technique. The final shape of the cell is then constructed as mesh models from the segmentation results for further quantitative analyses. In this paper, we also demonstrate the various modeling options accounting characteristics of target cell.
机译:光学衍射断层扫描(ODT)构成了一种获取细胞图像的新颖方法,因为它无需进行化学处理即可捕获活细胞的形态。 ODT是一种干涉测量技术,用于测量光学透明样品(例如生物细胞)的3D折射率(RI)分布。与其他细胞成像方式不同,原始ODT数据不包含有关细胞特性的编码信息,例如荧光显微镜数据中的标记蛋白或扫描电子显微镜数据中细胞壁的固定边界。因此,在ODT细胞数据的定量分析中,指定原始图像中的目标区域是一项重要且具有挑战性的任务。我们提出了一个交互式界面,用于基于中间层细胞数据的可视化结果从ODT图像数据重建细胞的3D形状,以指导研究者观察细胞形态的总体蓝图。基于查阅表并参考从体绘制技术采用的相应传递函数项,对细胞器进行分割。然后根据分割结果将单元格的最终形状构建为网格模型,以进行进一步的定量分析。在本文中,我们还演示了目标单元格的各种建模选项计算特征。

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