Single-cell multiomics data integration and generation with scPairing

使用scPairing进行单细胞多组学数据集成和生成.

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder

MoRE-GNN: 使用异构图自编码器进行多组学数据整合.

Multi-omics single-cell data alignment and integration with enhanced contrastive learning and differential attention mechanism

通过增强对比学习与差分注意力机制实现多组学单细胞数据对齐与整合.

A multi-omics integration framework using multi-label guided learning and multi-scale fusion

使用多标签引导学习与多尺度融合的多组学整合框架.

scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration

scMRDR: 无配对单细胞多组学数据整合的可扩展灵活框架.

HALO: hierarchical causal modeling for single cell multi-omics data

HALO：用于单细胞多组学数据的分层因果建模.