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...

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Үндсэн зохиолчид:	Binhua Tang, Yingying Feng, Xinyu Gao
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	BMC 2025-08-01
Цуврал:	BMC Genomics
Нөхцлүүд:	ScRNA-seq Self-supervised clustering GCN Adversarial AE Cross-attention mechanism
Онлайн хандалт:	https://doi.org/10.1186/s12864-025-11941-y
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!