Scale selection and machine learning based cell segmentation and tracking in time lapse microscopy

Abstract Monitoring and tracking of cell motion is a key component for understanding disease mechanisms and evaluating the effects of treatments. Time-lapse optical microscopy has been commonly employed for studying cell cycle phases. However, usual manual cell tracking is very time consuming and ha...

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Bibliographic Details
Main Authors: Nagasoujanya Annasamudram, Jian Zhao, Olaitan Oluwadare, Aashish Prashanth, Sokratis Makrogiannis
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-95993-w
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