Cargando…
Signal recovery in single cell batch integration
Data integration to align cells across batches has become a cornerstone of single cell data analysis, critically affecting downstream results. Yet, how much biological signal is erased during integration? Currently, there are no guidelines for when the biological differences between samples are sepa...
Autores principales: | Zhang, Zhaojun, Mathew, Divij, Lim, Tristan, Mason, Kaishu, Martinez, Clara Morral, Huang, Sijia, Wherry, E. John, Susztak, Katalin, Minn, Andy J., Ma, Zongming, Zhang, Nancy R. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197537/ https://www.ncbi.nlm.nih.gov/pubmed/37215021 http://dx.doi.org/10.1101/2023.05.05.539614 |
Ejemplares similares
-
Deep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis
por: Li, Xiangjie, et al.
Publicado: (2020) -
Integration of Containers into the CERN Batch Farm
por: Medjkoune, Nawel
Publicado: (2016) -
Multi-ethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes
por: Jun, Tomi, et al.
Publicado: (2022) -
Multiethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes
por: Jun, Tomi, et al.
Publicado: (2022) -
Bulk tissue cell type deconvolution with multi-subject single-cell expression reference
por: Wang, Xuran, et al.
Publicado: (2019)