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2020 – today
- 2025
[j13]Hongmei Wang, Ming Xu, Zhitong Guo, Guilin You, Guishen Wang
, Chen Cao, Xiaowen Hu:
DTI-BGCGCN: A novel bipartite graph-based cluster graph convolutional network for drug-target interaction prediction in modern and traditional chinese medicine. Comput. Biol. Chem. 117: 108410 (2025)- [j12]Guishen Wang, Hui Feng, Chen Cao:
BiRNN-DDI: A Drug-Drug Interaction Event Type Prediction Model Based on Bidirectional Recurrent Neural Network and Graph2Seq Representation. J. Comput. Biol. 32(2): 198-211 (2025) - [j11]Guishen Wang, Hangchen Zhang, Mengting Shao, Shisen Sun, Chen Cao:
MMPD-DTA: Integrating Multi-Modal Deep Learning with Pocket-Drug Graphs for Drug-Target Binding Affinity Prediction. J. Chem. Inf. Model. 65(3): 1615-1630 (2025) - [j10]Guishen Wang, Honghan Chen, Handan Wang, Yuyouqiang Fu, Caiye Shi, Chen Cao, Xiaowen Hu:
Heterogeneous Graph Contrastive Learning with Graph Diffusion for Drug Repositioning. J. Chem. Inf. Model. 65(11): 5771-5784 (2025) - [j9]Guishen Wang, Honghan Chen, Handan Wang, Hairong Gao, Xiaowen Hu, Chen Cao:
MMDDI-SSE: A Novel Multi-Modal Feature Fusion Model With Static Subgraph Embedding for Drug-Drug Interaction Event Prediction. IEEE J. Biomed. Health Informatics 29(8): 6081-6091 (2025) - [j8]Guishen Wang, Shengnan Li, Keshuang Liu, Xiaowen Hu, Chen Cao:
Medical Graph Diffusion: Hybrid Graph Diffusion With Heterogeneous Graph Convolutional Networks for Medical Text Classification. IEEE J. Biomed. Health Informatics 29(11): 8497-8507 (2025) - 2024
- [j7]Guishen Wang, Hangchen Zhang, Mengting Shao, Yuncong Feng, Chen Cao, Xiaowen Hu:
DeepTGIN: a novel hybrid multimodal approach using transformers and graph isomorphism networks for protein-ligand binding affinity prediction. J. Cheminformatics 16(1): 147 (2024) - [j6]Guishen Wang, Hui Feng, Mengyan Du, Yuncong Feng, Chen Cao:
Multimodal Representation Learning via Graph Isomorphism Network for Toxicity Multitask Learning. J. Chem. Inf. Model. 64(21): 8322-8338 (2024) - [j5]Guishen Wang, Xiaoxue Lou, Fang Guo, Devin Kwok, Chen Cao:
EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records. IEEE J. Biomed. Health Informatics 28(3): 1668-1679 (2024) - [c3]Guishen Wang, Zhitong Guo, Guilin You, Ming Xu, Chen Cao, Xiaowen Hu:
MMDDI-MGPFF: Multi-Modal Drug Representation Learning with Molecular Graph and Pharmacological Feature Fusion for Drug-Drug Interaction Event Prediction. BIBM 2024: 467-470 - 2023
- [j4]Yuncong Feng, Jie Wu, Xiaohan Hu, Wenjuan Zhang, Guishen Wang, Xiaotang Zhou, Xiaoli Zhang:
Medical image fusion using bilateral texture filtering. Biomed. Signal Process. Control. 85: 105004 (2023) - [j3]Yu Han, Xiaotang Zhou, Guishen Wang, Yuncong Feng, Hui Zhao, Junhua Wang:
Fusing sentiment knowledge and inter-aspect dependency based on gated mechanism for aspect-level sentiment classification. Neurocomputing 551: 126462 (2023) - [c2]Tian Bai, Chu Li, Xinyue Peng, Haotian Guan, Zefan Zhang, Guishen Wang:
A Novel Drug-Drug Interaction Prediction Model Based on Line Subgraph Generation Strategy. BIBM 2023: 153-158 - 2022
- [j2]Hongmei Wang, Fang Guo, Mengyan Du, Guishen Wang, Chen Cao:
A novel method for drug-target interaction prediction based on graph transformers model. BMC Bioinform. 23(1): 459 (2022) - 2021
- [j1]Yuncong Feng, Wanru Liu, Xiaoli Zhang, Zhicheng Liu, Yunfei Liu, Guishen Wang:
An Interval Iteration Based Multilevel Thresholding Algorithm for Brain MR Image Segmentation. Entropy 23(11): 1429 (2021)
2010 – 2019
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