Panoramic Manifold Projection (Panoramap) for Single-Cell Data Dimensionality Reduction and Visualization

Nonlinear dimensionality reduction (NLDR) methods such as t-Distributed Stochastic Neighbour Embedding (t-SNE) and Uniform Manifold Approximation and Projection (UMAP) have been widely used for biological data exploration, especially in single-cell analysis. However, the existing methods have drawba...

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Detalles Bibliográficos
Autores principales: Wang, Yajuan, Xu, Yongjie, Zang, Zelin, Wu, Lirong, Li, Ziqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9316349/
https://www.ncbi.nlm.nih.gov/pubmed/35887125
http://dx.doi.org/10.3390/ijms23147775

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