cellular heterogeneity

Multi-view Clustering on Single-cell Data with Community Detection Dayu Hu, Zhibin Dong, Ke Liang, Jun Wang, Siwei Wang, and Xinwang Liu from the National University of Defense Technology of China, reported their contribution in identifying clusters on single-cell data. Single-cell data, such as single-cell RNA (scRNA) and single-cell Assay of Transposase Accessible Chromatin (scATAC), contained valuable information about individual cells but analyzing them across different views posed difficulties. One challenge was the discrepancy in data richness between different views, which could lead to a decrease in overall performance when using traditional clustering methods.