Zi-Ye Zhu

ProDTI: prior-guided positive-unlabeled learning for robust drug–target interaction prediction

Abstract Motivation Accurate Drug–Target Interaction (DTI) prediction is critical for drug discovery. While deep learning advances this field, the fundamental lack of verified negative interactions inevitably causes biased risk estimation. Although formulating DTI prediction as a Positive-Unlabeled (PU) learning proble...