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Depicting pseudotime-lagged causality across single-cell trajectories for accurate gene-regulatory inference
Identifying the causal interactions in gene-regulatory networks requires an accurate understanding of the time-lagged relationships between transcription factors and their target genes. Here we describe DELAY (short for Depicting Lagged Causality), a convolutional neural network for the inference of...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10129065/ https://www.ncbi.nlm.nih.gov/pubmed/37113980 http://dx.doi.org/10.1093/pnasnexus/pgad113 |