Zhangming Niu

Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification From CT Images

Shaoping Hu, Yuan Gao, Zhangming Niu et al. · IEEE Access · 2020 · 400 citations · Full text

Novel Coronavirus Disease, Convolutional Neural Network, Engineering +23

Amelioration of Alzheimer’s disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow

Chenglong Xie, Xu‐Xu Zhuang, Zhangming Niu et al. · Nature Biomedical Engineering · 2022 · 316 citations · Full text

Communicative Representation Learning on Attributed Molecular Graphs

Ying Song, Shuangjia Zheng, Zhangming Niu et al. · 2020 · 155 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +20

PharmKG: a dedicated knowledge graph benchmark for bomedical data mining

Shuangjia Zheng, Jiahua Rao, Song Ying et al. · Briefings in Bioinformatics · 2020 · 154 citations · Full text

Engineering, System Medicine, Natural Language Processing +23

Learning spatial structures of proteins improves protein–protein interaction prediction

Bosheng Song, Xiaoyan Luo, Xiaoli Luo et al. · Briefings in Bioinformatics · 2021 · 122 citations