3D Automatic Analysis System Using Fluorescence Microscopy Images of Mouse Embryonic Stem Cells

碩士 === 中原大學 === 資訊工程研究所 === 104 === 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 pr...

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Bibliographic Details
Main Authors: Chih-Cheng Li, 李誌誠
Other Authors: Yuan-Hsiang Chang
Format: Others
Language:zh-TW
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/42520259650781258228
Description
Summary:碩士 === 中原大學 === 資訊工程研究所 === 104 === 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 and the cells 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 kinematics, proliferation and attachment information indicates how the culturing conditions and cell positions affect the cell 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.