Zhongming Zhao

DrugSAGE: a transcriptome aggregation approach using cell lines for drug response imputation

Accurate drug response prediction is essential for optimizing cancer therapy, yet genomic heterogeneity drives variable responses even among tumors with identical driver mutations. We developed DrugSAGE, a Graph Neural Network framework that predicts drug response from transcriptomic data by aggregating features from e...