scapGNN: A graph neural network–based framework for active pathway and gene module inference from single-cell multi-omics data

Although advances in single-cell technologies have enabled the characterization of multiple omics profiles in individual cells, extracting functional and mechanistic insights from such information remains a major challenge. Here, we present scapGNN, a graph neural network (GNN)-based framework that...

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Detalles Bibliográficos
Autores principales: Han, Xudong, Wang, Bing, Situ, Chenghao, Qi, Yaling, Zhu, Hui, Li, Yan, Guo, Xuejiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Methods and Resources
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681325/
https://www.ncbi.nlm.nih.gov/pubmed/37956172
http://dx.doi.org/10.1371/journal.pbio.3002369

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681325/
https://www.ncbi.nlm.nih.gov/pubmed/37956172
http://dx.doi.org/10.1371/journal.pbio.3002369

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