Generative pretraining from large-scale transcriptomes for single-cell deciphering

Exponential accumulation of single-cell transcriptomes poses great challenge for efficient assimilation. Here, we present an approach entitled generative pretraining from transcriptomes (tGPT) for learning feature representation of transcriptomes. tGPT is conceptually simple in that it autoregressiv...

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Detalles Bibliográficos
Autores principales: Shen, Hongru, Liu, Jilei, Hu, Jiani, Shen, Xilin, Zhang, Chao, Wu, Dan, Feng, Mengyao, Yang, Meng, Li, Yang, Yang, Yichen, Wang, Wei, Zhang, Qiang, Yang, Jilong, Chen, Kexin, Li, Xiangchun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10176267/
https://www.ncbi.nlm.nih.gov/pubmed/37187700
http://dx.doi.org/10.1016/j.isci.2023.106536

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