GDSC

The GDSC (Genomics of Drug Sensitivity in Cancer) dataset is a benchmark that contains drug response data for various cancer cell lines and is used to evaluate models for predicting drug sensitivity based on genetic and chemical information.

Papers using GDSC (4)

drGT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network2024 · 7 citesDiSPA: Differential Substructure-Pathway Attention for Drug Response Prediction2026Modeling Dabrafenib Response Using Multi-Omics Modality Fusion and Protein Network Embeddings Based on Graph Convolutional Networks2025TransCDR: a deep learning model for enhancing the generalizability of cancer drug response prediction through transfer learning and multimodal data fusion for drug representation2023