Extraction and evaluation of cell nuclei images in label-free phase contrast microscopy enabled by machine learning using a data analysis platform Usiigaci

Recently, machine learning has been applied as a powerful tool for determining cell functions and states from cell shape features in microscopic images. However, it has not been fully investigated how changes in the microscopic observation environments and differences in cell types affect the accura...

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Bibliographic Details
Main Authors: Kazuaki NAGAYAMA, Miku OHASHI, Hotaka DANGI, Koujin TAKEDA
Format: Article
Language:Japanese
Published: The Japan Society of Mechanical Engineers 2024-11-01
Series:Nihon Kikai Gakkai ronbunshu
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Online Access:https://www.jstage.jst.go.jp/article/transjsme/90/939/90_24-00180/_pdf/-char/en
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