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C-ziptf: stable tensor factorization for zero-inflated multi-dimensional genomics data

Abstract In the past two decades, genomics has advanced significantly, with single-cell RNA-sequencing (scRNA-seq) marking a pivotal milestone. ScRNA-seq provides unparalleled insights into cellular diversity and has spurred diverse studies across multiple conditions and samples, resulting in an inf...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Daniel Chafamo, Vignesh Shanmugam, Neriman Tokcan
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2024-10-01
Schriftenreihe:BMC Bioinformatics
Schlagworte:
Tensor decomposition
Multimodal genomics data
Bayesian inference
Zero-inflated model
Factor analysis
Multi-sample multi-condition single-cell data
Online-Zugang:https://doi.org/10.1186/s12859-024-05886-4
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