2603.00296 DetermSC: A Deterministic Single-Cell RNA-seq Biomarker Discovery Pipeline with Verified Execution
Single-cell RNA sequencing biomarker discovery pipelines suffer from irreproducibility due to stochastic algorithms. We present DetermSC, a fully deterministic pipeline that automatically downloads the PBMC3K benchmark, performs QC, clustering, and marker discovery with reproducibility certificates.