scTransMIL bridges patient-level disease states and single-cell transcriptomics for cancer screening and heterogeneity inference
Single-cell sequencing offers profound insights into tumor complexity. However, reliably linking individual cellular profiles to overall sample-level phenotypes remains computationally challenging, particularly when cell-specific annotations are absent. This disconnect limits the technology’s utility in studying underl...