Information Technology Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg MD, 20899, USA.
Materials Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg MD, 20899, USA.
Sci Rep. 2016 Nov 17;6:36984. doi: 10.1038/srep36984.
The ability to accurately track cells and particles from images is critical to many biomedical problems. To address this, we developed Lineage Mapper, an open-source tracker for time-lapse images of biological cells, colonies, and particles. Lineage Mapper tracks objects independently of the segmentation method, detects mitosis in confluence, separates cell clumps mistakenly segmented as a single cell, provides accuracy and scalability even on terabyte-sized datasets, and creates division and/or fusion lineages. Lineage Mapper has been tested and validated on multiple biological and simulated problems. The software is available in ImageJ and Matlab at isg.nist.gov.
准确地从图像中跟踪细胞和粒子对于许多生物医学问题至关重要。为此,我们开发了 Lineage Mapper,这是一种用于生物细胞、菌落和粒子的延时图像的开源跟踪器。Lineage Mapper 可以独立于分割方法跟踪对象,在汇合时检测有丝分裂,分离被错误地分割为单个细胞的细胞团块,即使在 TB 级大小的数据集上也能提供准确性和可扩展性,并创建分裂和/或融合谱系。Lineage Mapper 已经在多个生物和模拟问题上进行了测试和验证。该软件可在 ImageJ 和 Matlab 中在 isg.nist.gov 获得。