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DETECTION OF BIOLOGICAL CELLS AND TRACING OF CELL LINEAGE

机译:生物细胞的检测和细胞谱系的追踪

摘要

The present disclosure relates to methods, systems and computer program products for detecting biological cells and/or tracing a cell lineage forest of biological cells. The tracing or detecting comprises obtaining multiple microscopy images, in particular lens-free microscopy images, depicting the biological cells. It further comprises generating a probability map for one of the microscopy images, the probability map indicating probabilities for the presence of the biological cells at multiple regions, in particular pixels, of the one microscopy image, and/or determining, based on multiple generated probability maps, one for each of the multiple microscopy images, a cell lineage forest indicating the descent and/or the localisation of at least some of the biological cells over the sequence of the multiple microscopy images.
机译:本公开涉及用于检测生物细胞和/或追踪生物细胞的细胞谱系林的方法,系统和计算机程序产品。追踪或检测包括获得描绘生物细胞的多个显微图像,特别是无透镜显微图像。它还进一步包括为显微镜图像之一生成概率图,该概率图指示在该显微镜图像的多个区域,特别是像素处存在生物细胞的概率,和/或基于多个生成的概率来确定图,对于多个显微图像中的每一个,一个细胞谱系森林指示在多个显微图像的序列上至少一些生物细胞的下降和/或定位。

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