Predicting Single-cell Drug Sensitivity with Adaptive Weighted Feature for Adversarial Multi-source Domain Adaptation

The author proposes scAdaDrug, a multi-source adaptive weighting model to predict single-cell drug sensitivity using domain adaptation and an adaptive weight generator. The core reasoning is to leverage multi-source domain adaptation and adaptive feature weighting to enhance the prediction of drug sensitivity at the single-cell level.