Yazhini Kalaignan

SYNAPX: Explainable Anticancer Drug Synergy Prediction via SHAP Analysis

Identifying synergistic anti-cancer drug combinations is crucial for improving efficacy and reducing toxicity, but exhaustive experimental screening is prohibitively costly. We present SYNAPX, an explainable deep learning framework for drug synergy prediction that integrates chemical features of drug pairs with gene ex...