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Zhongnan Zhang
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Publications
- 2023
- [j10]Yuqi Wen, Linyi Zheng, Dongjin Leng, Chong Dai, Jing Lu, Zhongnan Zhang, Song He, Xiaochen Bo:
Deep Learning-Based Multiomics Data Integration Methods for Biomedical Application. Adv. Intell. Syst. 5(5) (2023) - [c21]Xinjian Chen, Chenyang Xie, Yunhao Zhang, Song He, Xiaochen Bo, Zhongnan Zhang:
MoSCHG: Multi-omics Single-cell Classification based on Heterogeneous Graphs and Supervised Contrastive Learning. BIBM 2023: 835-840 - [c20]Binyu Wang, Yunhao Zhang, Hongyan Ye, Lianlian Wu, Song He, Xiaochen Bo, Zhongnan Zhang:
Drug-target and Drug-disease Association Prediction based on Drug-target-disease Network and Multi-task Learning. BIBM 2023: 930-935 - [c19]Hongyan Ye, Yingying Song, Binyu Wang, Lianlian Wu, Song He, Xiaochen Bo, Zhongnan Zhang:
HSGCL-DTA: Hybrid-scale Graph Contrastive Learning based Drug-Target Binding Affinity Prediction. ICTAI 2023: 947-954 - 2022
- [j9]Kanghao Shao, Yunhao Zhang, Yuqi Wen, Zhongnan Zhang, Song He, Xiaochen Bo:
DTI-HETA: prediction of drug-target interactions based on GCN and GAT on heterogeneous graph. Briefings Bioinform. 23(3) (2022) - 2021
- [j7]Jie Yang, Song He, Zhongnan Zhang, Xiaochen Bo:
NegStacking: Drug-Target Interaction Prediction Based on Ensemble Learning and Logistic Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 18(6): 2624-2634 (2021) - [c17]Yihua Ye, Yuxin Chen, Zhongnan Zhang, Yuqi Wen, Song He, Xiaochen Bo:
Drug-target interaction prediction based on nonnegative and self-representative matrix factorization. BIBM 2021: 2352-2359 - [c16]Peng Ke, Yuqi Wen, Zhongnan Zhang, Song He, Xiaochen Bo:
A Metagraph-Based Model for Predicting Drug-Target Interaction on Heterogeneous Network. ICANN (1) 2021: 465-476 - 2020
- [j6]Lingwei Xie, Song He, Zhongnan Zhang, Kunhui Lin, Xiaochen Bo, Shu Yang, Boyuan Feng, Kun Wan, Kang Yang, Jie Yang, Yufei Ding:
Domain-adversarial multi-task framework for novel therapeutic property prediction of compounds. Bioinform. 36(9): 2848-2855 (2020) - [c14]Kanghao Shao, Zhongnan Zhang, Song He, Xiaochen Bo:
DTIGCCN: Prediction of drug-target interactions based on GCN and CNN. ICTAI 2020: 337-342 - 2018
- [c13]Kang Yang, Zhongnan Zhang, Song He, Xiaochen Bo:
Prediction of DTIs for high-dimensional and class-imbalanced data based on CGAN. BIBM 2018: 788-791 - [c11]Xiaoping Zheng, Song He, Xinyu Song, Zhongnan Zhang, Xiaochen Bo:
DTI-RCNN: New Efficient Hybrid Neural Network Model to Predict Drug-Target Interactions. ICANN (1) 2018: 104-114 - [i2]Lingwei Xie, Song He, Shu Yang, Boyuan Feng, Kun Wan, Zhongnan Zhang, Xiaochen Bo, Yufei Ding:
Domain-Adversarial Multi-Task Framework for Novel Therapeutic Property Prediction of Compounds. CoRR abs/1810.00867 (2018) - 2017
- [c10]Lingwei Xie, Zhongnan Zhang, Song He, Xiaochen Bo, Xinyu Song:
Drug - target interaction prediction with a deep-learning-based model. BIBM 2017: 469-476
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