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PIKE-R2P: Protein–protein interaction network-based knowledge embedding with graph neural network for single-cell RNA to protein prediction
BACKGROUND: Recent advances in simultaneous measurement of RNA and protein abundances at single-cell level provide a unique opportunity to predict protein abundance from scRNA-seq data using machine learning models. However, existing machine learning methods have not considered relationship among th...
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| Wydane w: | BMC Bioinformatics |
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| Główni autorzy: | , , , , |
| Format: | Artigo |
| Język: | Inglês |
| Wydane: |
BioMed Central
2021
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| Hasła przedmiotowe: | |
| Dostęp online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8170782/ https://ncbi.nlm.nih.gov/pubmed/34078261 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04022-w |
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