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Identification of new marker genes from plant single‐cell RNA‐seq data using interpretable machine learning methods

An essential step in the analysis of single‐cell RNA sequencing data is to classify cells into specific cell types using marker genes. In this study, we have developed a machine learning pipeline called single‐cell predictive marker (SPmarker) to identify novel cell‐type marker genes in the Arabidop...

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Detalles Bibliográficos
Autores principales: Yan, Haidong, Lee, Jiyoung, Song, Qi, Li, Qi, Schiefelbein, John, Zhao, Bingyu, Li, Song
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9314150/
https://www.ncbi.nlm.nih.gov/pubmed/35211979
http://dx.doi.org/10.1111/nph.18053