Concepedia

Penalized Latent Dirichlet Allocation Model in Single-Cell RNA Sequencing

Xiaotian Wu, Hao Wu, Zhijin Wu

Statistics in Biosciences · 2021 · 22 citations · 34 references

Concepts

Life SciencesBioinformaticsMolecular BiologyComputational BiologySingle-cell BioinformaticsTranscriptomicsSingle-cell AnalysisSingle-cell GenomicsSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsBayesian Latent Dirichlet AllocationNormalization Of Single-cell DataSingle-cell Rna Sequencing

References

34

Inference of Population Structure Using Multilocus Genotype Data

Jonathan K. Pritchard, Matthew Stephens, Peter Donnelly · Genetics · 2000 · 34.3K citations · Full text

Life Sciences, Biostatistics, Genetics +13

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

Integrating single-cell transcriptomic data across different conditions, technologies, and species

Andrew Butler, Paul Hoffman, Peter Smibert et al. · Nature Biotechnology · 2018 · 14.7K citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +14

The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells

Cole Trapnell, Davide Cacchiarelli, Jonna Grimsby et al. · Nature Biotechnology · 2014 · 7.8K citations · Full text

Life Sciences, Cell Biology, Developmental Biology +16