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Computer analysis of isolated cardiomyocyte contraction process via advanced image processing techniques

机译:通过先进的图像处理技术对孤立的心肌细胞收缩过程进行计算机分析

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Isolated cardiomyocytes have been used as valid and useful model in experimental cardiology research for decades. The cell contraction function is usually measured via expensive and complex instruments which can either damage the cell or take much time for setting up. In contrary, recent development of optical microscopy and digital cameras suggests utilization of touch-less cardiomyocyte video acquisition in connection with advanced image processing techniques for evaluation of the cell contraction process. The proposed paper presents an automatic membrane detection method via computer processing of acquired video-sequences by utilization of an active contour model. Evaluation of detected cell area is used for estimation of cardiomyocyte contraction function. The method is evaluated utilizing the comparison with contraction measurement performed via atomic force microscopy technique.
机译:几十年来,分离的心肌细胞已在实验性心脏病学研究中用作有效和有用的模型。细胞收缩功能通常是通过昂贵且复杂的仪器测量的,这可能会损坏细胞或花费大量时间进行设置。相反,光学显微镜和数码相机的最新发展表明,利用非接触式心肌细胞视频采集技术结合先进的图像处理技术来评估细胞收缩过程。提出的论文提出了一种利用主动轮廓模型通过计算机处理获取的视频序列的自动膜检测方法。评估检测到的细胞面积用于评估心肌细胞的收缩功能。通过与通过原子力显微镜技术进行的收缩测量的比较来评估该方法。

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