Open access
Jul 2026
Annotation-free phenotype prediction using knowledge-augmented clustering from single-cell RNA sequencing data
Evaluated across three public scRNA-seq datasets, scCap consistently outperforms baseline models in predictive accuracy and identifies disease-associated subpopulations previously reported in the literature without relying on predefined cell-type annotations.
Janghyun Noh, Yoobin Shin, M. Kim et al.
· Briefings in Bioinformatics · 0 citations