Jarno L. Kivioja

This paper develops a domain-adversarial neural network to predict drug combination synergy in leukemia patients using bulk transcriptomics data, showing improved accuracy over existing methods.

The paper develops a method to infer tumor-specific molecular dependencies by integrating drug response assays with protein-drug affinity profiles, identifying known and novel dependencies in cancer types.