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M. Kim

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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. · 0 citations

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