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References from A graph-attentive GAN for rare-cell-aware single-cell RNA-seq data generation. Local targets link to admitted publications; unresolved targets remain external evidence.
Normalizing single-cell RNA sequencing data: Challenges and opportunities
10.1038/nmeth.4292 · 2017 · External reference
Markercapsule: Explainable single cell typing using capsule networks
2020 · External reference
The human cell atlas
10.7554/elife.27041 · 2017 · External reference
Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing
10.1186/s13059-018-1426-0 · 2018 · External reference
Power failure: Why small sample size undermines the reliability of neuroscience
10.1038/nrn3475 · 2013 · External reference
Spatial reconstruction of single-cell gene expression data
10.1038/nbt.3192 · 2015 · External reference
Challenges in unsupervised clustering of single-cell RNA-seq data
10.1038/s41576-018-0088-9 · 2019 · External reference
Feature selection revisited in the single-cell era
10.1186/s13059-021-02544-3 · 2021 · External reference
Accurate feature selection improves single-cell RNA-seq cell clustering
2021 · External reference
Unresolved reference
2019 · External reference
scRNA-seq data analysis method to improve analysis performance
10.1049/nbt2.12115 · 2023 · External reference
Generative adversarial nets
2014 · External reference
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2017 · External reference
f-gan: Training generative neural samplers using variational divergence minimization
2016 · External reference
Auto-encoding variational bayes
2013 · External reference
Splatter: simulation of single-cell RNA sequencing data
10.1186/s13059-017-1305-0 · 2017 · External reference
LSH-GAN enables in-silico generation of cells for small sample high dimensional scRNA-seq data
10.1038/s42003-022-03473-y · 2022 · External reference
10.1145/1963405.1963487
10.1145/1963405.1963487 · External reference
Unresolved reference
External reference
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10.1109/tnn.2008.2005605 · 2009 · External reference
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10.1007/s41095-022-0271-y · 2022 · External reference
Semi-supervised classification with graph convolutional networks
2016 · External reference
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10.1016/j.tics.2007.09.004 · 2007 · External reference
A comprehensive survey and analysis of generative models in machine learning
10.1016/j.cosrev.2020.100285 · 2020 · External reference
10.1007/978-1-4302-5990-9_5
10.1007/978-1-4302-5990-9_5 · External reference
Unresolved reference
External reference
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10.1162/neco.2006.18.7.1527 · 2006 · External reference
10.1145/1390156.1390294
10.1145/1390156.1390294 · External reference
Single-cell RNA-Seq profiling of human preimplantation embryos and embryonic stem cells
10.1038/nsmb.2660 · 2013 · External reference
Simultaneous epitope and transcriptome measurement in single cells
10.1038/nmeth.4380 · 2017 · External reference
Low-coverage single-cell mRNA sequencing reveals cellular heterogeneity and activated signaling pathways in developing cerebral cortex
10.1038/nbt.2967 · 2014 · External reference
A single-cell transcriptome atlas of the human pancreas
2016 · External reference
Single-cell RNA sequencing technologies and bioinformatics pipelines
10.1038/s12276-018-0071-8 · 2018 · External reference
Benchmarking single cell RNA-sequencing analysis pipelines using mixture control experiments
10.1038/s41592-019-0425-8 · 2019 · External reference
SCANPY: Large-scale single-cell gene expression data analysis
10.1186/s13059-017-1382-0 · 2018 · External reference
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