CHOIR improves significance-based detection of cell types and states from single-cell data
Single-cell technologies, like single-cell RNA sequencing (scRNA-seq), have become essential for exploring the complexity of…
Browsing: Clustering
QClus – a droplet filtering algorithm for enhanced snRNA-seq data quality in challenging samples
Single-nuclei RNA sequencing (snRNA-seq) is a powerful tool for studying gene expression in individual nuclei,…
ZINBStein – shrinkage estimation of gene interaction networks in single-cell RNA sequencing data
Understanding how genes interact with one another is crucial for unraveling the complexities of biological…
meK-means – biophysically interpretable inference of cell types from multimodal sequencing data
When scientists study cells, they often focus on how genes are turned on and off,…
scAMF – single-cell analysis via manifold fitting – a framework for RNA clustering and beyond
Single-cell RNA sequencing (scRNA-seq) has become a vital tool in biology, allowing scientists to study…
scLEGA – an attention-based deep clustering method with a tendency for low expression of genes on single-cell RNA-seq data
Understanding Single-Cell RNA Sequencing (scRNA-seq) Single-cell RNA sequencing (scRNA-seq) is a cutting-edge technology that allows…
scGAAC – A graph attention autoencoder for clustering single-cell RNA-sequencing data
Single-cell RNA sequencing (scRNA-seq) is a groundbreaking technology that allows scientists to study the detailed…
DCRELM – dual correlation reduction network-based extreme learning machine for single-cell RNA-seq data clustering
In the world of modern biology, understanding the complexities of individual cells is essential. One…
scRISE – clustering single-cell RNA sequencing data via iterative smoothing and self-supervised discriminative embedding
Understanding how individual cells operate and interact is crucial. One powerful technique that scientists use…
scRANK – ranking of cell clusters in a single-cell RNA-sequencing analysis framework using prior knowledge
Prioritization or ranking of different cell types in a single-cell RNA sequencing (scRNA-seq) framework can…