Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef, L Pachter - Bioinformatics, 2020 - academic.oup.com
Motivation Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

[PDF][PDF] Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, L Pachter - core.ac.uk
Single cell RNA-seq makes possible the investigation of variability in gene expression
among cells, and dependence of variation on cell type. Statistical inference methods for …

Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef, L Pachter - Bioinformatics, 2020 - cir.nii.ac.jp
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Single-cell RNA-seq makes possible the investigation of variability in gene expression …

Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef… - …, 2020 - weizmann.esploro.exlibrisgroup.com
Motivation: Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef… - …, 2020 - weizmann.elsevierpure.com
Motivation: Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, L Pachter - bioRxiv, 2019 - biorxiv.org
Single cell RNA-seq makes possible the investigation of variability in gene expression
among cells, and dependence of variation on cell type. Statistical inference methods for …

[PDF][PDF] Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef… - …, 2020 - authors.library.caltech.edu
Motivation: Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

[PDF][PDF] Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef, L Pachter - 2020 - scholar.archive.org
Motivation: Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

[PDF][PDF] Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef, L Pachter - Bioinformatics, 2020 - academic.oup.com
Motivation Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …

Interpretable factor models of single-cell RNA-seq via variational autoencoders

V Svensson, A Gayoso, N Yosef… - …, 2020 - … .esploro.exlibrisgroup.com
Motivation: Single-cell RNA-seq makes possible the investigation of variability in gene
expression among cells, and dependence of variation on cell type. Statistical inference …