Jian Zhang

Transferring Cancer Drug Response Prediction Through Multi-Label Heuristic Domain Adaptation.

Accurate prediction of cancer drug response (CDR) is critical for oncology drug screening. Given the scarcity of labeled patient data, domain adaptation has emerged as a promising method to transfer supervision signals from the label-rich cell line data (source domain) into the patient prediction (target domain). Howev...