Fluorescence Microscopy Image Processing and Visualization for Analyzing Cell Kinematics, Proliferation and Attachment in Mouse Embryonic Stem Cell Culture

被引:1
作者
Chang, Yuan-Hsiang [1 ]
Li, Chih-Cheng [1 ]
Tsai, Ming-Dar [1 ]
Yokota, Hideo [2 ]
Abe, Kuniya [3 ]
机构
[1] Chung Yuan Christian Univ, Dept Informat & Comp Engn, Chungli, Taiwan
[2] RIKEN, Ctr Adv Photon, Wako, Saitama, Japan
[3] RIKEN, BioResource Ctr, Tsukuba, Ibaraki, Japan
来源
2016 IEEE 16TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE) | 2016年
关键词
computer vision; emfluorescence microscopy; digital image processing; SEGMENTATION; NUCLEI;
D O I
10.1109/BIBE.2016.44
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present an automatic image processing and visualization method to quantitatively analyze kinematics, proliferation and attachment of mouse embryonic stem (mES) cells using time-series confocal time-lapse fluorescence microscopy images. An automatic method is presented to determine the 3D boundary of each cell nucleus in each cell colony. The cells and colonies are then tracked among the time-series images to determine the kinematics, proliferation and attachment of the cells and colonies. The cells and colonies are visualized through a 3D interface, and the kinematics, proliferation and attachment are illustrated in tree structures. The information of cell kinematics, proliferation and attachment indicates how the culturing conditions and cell positions affect the kinematics, proliferation and attachment. The implementation results show that the automatic method can successfully analyze the cell kinematics, proliferation and attachment, thereby yield a potential tool for helping mES cell culture.
引用
收藏
页码:222 / 229
页数:8
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