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IMGG: Integrating Multiple Single-Cell Datasets through Connected Graphs and Generative Adversarial Networks

There is a strong need to eliminate batch-specific differences when integrating single-cell RNA-sequencing (scRNA-seq) datasets generated under different experimental conditions for downstream task analysis. Existing batch correction methods usually transform different batches of cells into one pres...

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Detalles Bibliográficos
Autores principales: Wang, Xun, Zhang, Chaogang, Zhang, Ying, Meng, Xiangyu, Zhang, Zhiyuan, Shi, Xin, Song, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8876681/
https://www.ncbi.nlm.nih.gov/pubmed/35216199
http://dx.doi.org/10.3390/ijms23042082