Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data
In recent years, there has been a growing trend in the realm of parallel clustering analysis
for single-cell RNA-seq (scRNA) and single-cell Assay of Transposase Accessible …
for single-cell RNA-seq (scRNA) and single-cell Assay of Transposase Accessible …
Dual alignment feature embedding network for multi-omics data clustering
Multi-omics data clustering, with its capability to utilize the biological information of cross-
omics to partition cells into their respective clusters, has attracted considerable attention due …
omics to partition cells into their respective clusters, has attracted considerable attention due …
Fast clustering and cell-type annotation of scATAC data using pre-trained embeddings
Data from the single-cell assay for transposase-accessible chromatin using sequencing
(scATAC-seq) are now widely available. One major computational challenge is dealing with …
(scATAC-seq) are now widely available. One major computational challenge is dealing with …
scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data
Single-cell sequencing technologies have revolutionized genomics by enabling the
simultaneous profiling of various molecular modalities within individual cells. Their …
simultaneous profiling of various molecular modalities within individual cells. Their …