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Continuous-state HMMs for modeling time-series single-cell RNA-Seq data

MOTIVATION: Methods for reconstructing developmental trajectories from time-series single-cell RNA-Seq (scRNA-Seq) data can be largely divided into two categories. The first, often referred to as pseudotime ordering methods are deterministic and rely on dimensionality reduction followed by an orderi...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Bioinformatics
Prif Awduron: Lin, Chieh, Bar-Joseph, Ziv
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6853676/
https://ncbi.nlm.nih.gov/pubmed/31038684
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz296
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