Label-free classification of cells based on supervised machine learning of subcellular structures

It is demonstrated that cells can be classified by pattern recognition of the subcellular structure of non-stained live cells, and the pattern recognition was performed by machine learning. Human white blood cells and five types of cancer cell lines were imaged by quantitative phase microscopy, whic...

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發表在:PLoS One
Main Authors: Ozaki, Yusuke, Yamada, Hidenao, Kikuchi, Hirotoshi, Hirotsu, Amane, Murakami, Tomohiro, Matsumoto, Tomohiro, Kawabata, Toshiki, Hiramatsu, Yoshihiro, Kamiya, Kinji, Yamauchi, Toyohiko, Goto, Kentaro, Ueda, Yukio, Okazaki, Shigetoshi, Kitagawa, Masatoshi, Takeuchi, Hiroya, Konno, Hiroyuki
格式: Artigo
語言:Inglês
出版: Public Library of Science 2019
主題:
Research Article
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6350988/
https://ncbi.nlm.nih.gov/pubmed/30695059
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0211347
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