Classification Method of Pancreatic Single Cells Based on Improved Large Margin Nearest Neighbor

Purpose Cell type identification is one of the key steps in single cell RNA sequencing. Methods To solve the problem of low classification accuracy with single cell RNA sequencing data and insufficient measurement of distance characteristics of each cell type, a Large Margin Nearest Neighbor (LMNN)...

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Principais autores:	Ziyi XI, Jiayu LU, Zhuo CHEN, Jie XIANG, Bin WANG
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Editorial Office of Journal of Taiyuan University of Technology 2023-09-01
coleção:	Taiyuan Ligong Daxue xuebao
Assuntos:	pancreatic single cell data large margin nearest neighbor multi similarity loss random forest
Acesso em linha:	https://tyutjournal.tyut.edu.cn/englishpaper/show-2112.html
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