Duancheng Zhao

FP-GNN: a versatile deep learning architecture for enhanced molecular property prediction

Hanxuan Cai, Huimin Zhang, Duancheng Zhao et al. · Briefings in Bioinformatics · 2022 · 199 citations

Molecular Fingerprints, Engineering, Machine Learning +19

HiGNN: A Hierarchical Informative Graph Neural Network for Molecular Property Prediction Equipped with Feature-Wise Attention

Weimin Zhu, Yi Zhang, Duancheng Zhao et al. · Journal of Chemical Information and Modeling · 2022 · 72 citations

Engineering, Molecular Biology, Feature-wise Attention +19

Machine Learning Enables Accurate and Rapid Prediction of Active Molecules Against Breast Cancer Cells

Shuyun He, Duancheng Zhao, Yanle Ling et al. · Frontiers in Pharmacology · 2021 · 39 citations · Full text

Breast Oncology, New Drug Candidates, Engineering +17

DEEPCYPs: A deep learning platform for enhanced cytochrome P450 activity prediction

Daiqiao Ai, Hanxuan Cai, Jiajia Wei et al. · Frontiers in Pharmacology · 2023 · 38 citations · Full text

Systems Pharmacology, Engineering, Machine Learning +13

DeepCancerMap: A versatile deep learning platform for target- and cell-based anticancer drug discovery

Jingxing Wu, Yi Xiao, Mujie Lin et al. · European Journal of Medicinal Chemistry · 2023 · 28 citations

Drug Target, Engineering, Drug Targeting +8