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Single-Cell Transcriptome Data Clustering via Multinomial Modeling and Adaptive Fuzzy K-Means Algorithm

Single-cell RNA sequencing technologies have enabled us to study tissue heterogeneity at cellular resolution. Fast-developing sequencing platforms like droplet-based sequencing make it feasible to parallel process thousands of single cells effectively. Although a unique molecular identifier (UMI) ca...

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Detalles Bibliográficos
Autores principales: Chen, Liang, Wang, Weinan, Zhai, Yuyao, Deng, Minghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180207/
https://www.ncbi.nlm.nih.gov/pubmed/32362908
http://dx.doi.org/10.3389/fgene.2020.00295