U-Net-based deep learning for tracking and quantitative analysis of intracellular vesicles in time-lapse microscopy images

Fluorescence microscopy has become an essential tool for biologists, to visualize the dynamics of intracellular structures with specific labeling. Quantitatively measuring the dynamics of moving objects inside the cell is pivotal for understanding of the underlying regulatory mechanism. Protein-cont...

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Bibliographic Details
Main Authors: Zhichao Liu, Heng Zhang, Luhong Jin, Jincheng Chen, Alexander Nedzved, Sergey Ablameyko, Qing Ma, Jiahui Yu, Yingke Xu
Format: Article
Language:English
Published: World Scientific Publishing 2022-09-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545822500316