Wankyu Kim

scDEBART: Predicting in silico Single-Cell Perturbation Responses via Large-Scale Differential Expression Learning

Single-cell foundation models trained on millions of cells can learn gene expression patterns across diverse contexts. However, for predicting genetic perturbation effects they often underperform simple regression models. We hypothesize two potential limitations: targets defined on dropout-prone abs…