A hybrid adversarial autoencoder-graph network model with dynamic fusion for robust scRNA-seq clustering

Abstract Background Single-cell RNA sequencing (scRNA-seq) allows the exploration of biological heterogeneity among different cell types within tissues at a single-cell resolution. Cell clustering serves as a foundation for scRNA-seq data analysis and provides new insights into the heterogeneity of...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Binhua Tang, Yingying Feng, Xinyu Gao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	BMC 2025-08-01
Edice:	BMC Genomics
Témata:	ScRNA-seq Self-supervised clustering GCN Adversarial AE Cross-attention mechanism
On-line přístup:	https://doi.org/10.1186/s12864-025-11941-y
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!