ASGCL: Adaptive Sparse Mapping-based graph contrastive learning network for cancer drug response prediction
Fig 3
Predict the IC50 values of unknown cell line drug reactions grouped by drugs.
Drugs are classified based on the median predicted IC50 values of all missing cell lines, and the top 10 drugs with the highest median IC50 have the worst efficacy; The last 10 drugs with the lowest IC50 median may be the most effective.