AAE-SC: A scRNA-Seq Clustering Framework Based on Adversarial Autoencoder

AAE-SC: A scRNA-Seq Clustering Framework Based on Adversarial Autoencoder

Single-cell RNA sequencing (scRNA-seq) provides the expression profiles of individual cells, and it is expected to provide higher cellular differential resolution than traditional bulk RNA sequencing. In scRNA-seq analysis, clustering is crucial for identifying cell types, and can be potentially exp...

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Bibliographic Details
Main Authors: Yulun Wu, Yanming Guo, Yandong Xiao, Songyang Lao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Single-cell RNA-seq data
adversarial autoencoder
clustering analysis
unsupervised learning
Online Access:https://ieeexplore.ieee.org/document/9207914/

Internet

https://ieeexplore.ieee.org/document/9207914/

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