Yue Liu

scDAEC: deep clustering of single-cell data based on dual autoencoder

Single-cell RNA sequencing (scRNA-seq) provides high-resolution transcriptomic profiles for dissecting cellular heterogeneity, but accurate clustering remains difficult because gene-expression matrices are sparse, noisy, and affected by dropout events. Existing deep clustering mo...