Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis

Reference-based cell-type annotation can significantly reduce time and effort in single-cell analysis by transferring labels from a previously-annotated dataset to a new dataset. However, label transfer by end-to-end computational methods is challenging due to the entanglement of technical (e.g., fr...

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Detalles Bibliográficos
Autores principales: Cheng, Furui, Keller, Mark S, Qu, Huamin, Gehlenborg, Nils, Wang, Qianwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039961/
https://www.ncbi.nlm.nih.gov/pubmed/36155452
http://dx.doi.org/10.1109/TVCG.2022.3209408

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039961/
https://www.ncbi.nlm.nih.gov/pubmed/36155452
http://dx.doi.org/10.1109/TVCG.2022.3209408

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