Con-AAE: contrastive cycle adversarial autoencoders for single-cell multi-omics alignment and integration

MOTIVATION: We have entered the multi-omics era and can measure cells from different aspects. Hence, we can get a more comprehensive view by integrating or matching data from different spaces corresponding to the same object. However, it is particularly challenging in the single-cell multi-omics sce...

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Detalles Bibliográficos
Autores principales: Wang, Xuesong, Hu, Zhihang, Yu, Tingyang, Wang, Yixuan, Wang, Ruijie, Wei, Yumeng, Shu, Juan, Ma, Jianzhu, Li, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10101696/
https://www.ncbi.nlm.nih.gov/pubmed/36975610
http://dx.doi.org/10.1093/bioinformatics/btad162

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10101696/
https://www.ncbi.nlm.nih.gov/pubmed/36975610
http://dx.doi.org/10.1093/bioinformatics/btad162

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