A universal framework for single-cell multi-omics data integration with graph convolutional networks

使用图卷积网络进行单细胞多组学数据集成的通用框架.

Multimodal single cell data integration challenge: Results and lessons learned

NeurIPS 2021单细胞多组学竞赛复盘.

scI2CL: Effectively Integrating Single-cell Multi-omics by Intra- and Inter-omics Contrastive Learning

scI2CL：通过组内和组间对比学习有效整合单细胞多组学.

MAGAN: Aligning Biological Manifolds

MAGAN：对齐生物流形.

scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier

scDREAMER使用深度生成模型和对抗分类器的图谱级单细胞数据集成.

Multigrate: single-cell multi-omic data integration

Multigrate: 单细胞多组学数据整合.