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NARA Subscribed1
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Springer Nature1
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Molecular Genetics and Genomics1
Publication Year
20261
Matheus Rodrigues Sauda results 1 · Newest (Page 1/1, per page 25)
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Comparison between a conventional tool and deep learning models for RNA velocity analysis of scRNA-Seq dataNARA Subscribed
Molecular Genetics and Genomics · 2026 · Vol. 301 · Issue 1 · Springer
Matheus Rodrigues Sauda; Ana Beatriz Rodrigues; Maria Letícia de Oliveira Lyra; Rejane Maria Tommasini Grotto; Lei Gu; Tatiana de Campos Melo; Guilherme Targino Valente
Single-cell RNA sequencing (scRNA-Seq) enables analysis of gene expression at single-cell resolution. RNA velocity analysis infers the temporal dynamics of transcriptional states from the relative abundances of spliced/unspliced mRNA quantified via scRNA-Seq. Classical RNA velocity approaches, such as scVelo, implement gene-specific kinetic modeling. Deep learning methods including DeepVelo, VeloVI, LatentVelo, SymVelo, and sc...
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