Publications by authors named "Guishen Wang"

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Medical Graph Diffusion: Hybrid Graph Diffusion With Heterogeneous Graph Convolutional Networks for Medical Text Classification.
Guishen Wang, Shengnan Li, Keshuang Liu, Xiaowen Hu, Chen Cao

IEEE J Biomed Health Inform· November 2025

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MMDDI-SSE: A Novel Multi-Modal Feature Fusion Model With Static Subgraph Embedding for Drug-Drug Interaction Event Prediction.
Guishen Wang, Honghan Chen, Handan Wang, Hairong Gao, Xiaowen Hu

IEEE J Biomed Health Inform· August 2025

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DTI-BGCGCN: A novel bipartite graph-based cluster graph convolutional network for drug-target interaction prediction in modern and traditional chinese medicine.
Hongmei Wang, Ming Xu, Zhitong Guo, Guilin You, Guishen Wang

Comput Biol Chem· August 2025

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Heterogeneous Graph Contrastive Learning with Graph Diffusion for Drug Repositioning.
Guishen Wang, Honghan Chen, Handan Wang, Yuyouqiang Fu, Caiye Shi

J Chem Inf Model· June 2025

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BiRNN-DDI: A Drug-Drug Interaction Event Type Prediction Model Based on Bidirectional Recurrent Neural Network and Graph2Seq Representation.
GuiShen Wang, Hui Feng, Chen Cao

J Comput Biol· February 2025

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MMPD-DTA: Integrating Multi-Modal Deep Learning with Pocket-Drug Graphs for Drug-Target Binding Affinity Prediction.
Guishen Wang, Hangchen Zhang, Mengting Shao, Shisen Sun, Chen Cao

J Chem Inf Model· February 2025

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Optimal variable identification for accurate detection of causal expression Quantitative Trait Loci with applications in heart-related diseases.
Guishen Wang, Hangchen Zhang, Mengting Shao, Min Tian, Hui Feng

Comput Struct Biotechnol J· December 2024

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DeepTGIN: a novel hybrid multimodal approach using transformers and graph isomorphism networks for protein-ligand binding affinity prediction.
Guishen Wang, Hangchen Zhang, Mengting Shao, Yuncong Feng, Chen Cao

J Cheminform· December 2024

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Multimodal Representation Learning via Graph Isomorphism Network for Toxicity Multitask Learning.
Guishen Wang, Hui Feng, Mengyan Du, Yuncong Feng, Chen Cao

J Chem Inf Model· November 2024

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EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records.
Guishen Wang, Xiaoxue Lou, Fang Guo, Devin Kwok, Chen Cao

IEEE J Biomed Health Inform· March 2024

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RAVAR: a curated repository for rare variant-trait associations.
Chen Cao, Mengting Shao, Chunman Zuo, Devin Kwok, Lin Liu, Guishen Wang

Nucleic Acids Res· January 2024

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Attention-aided lightweight networks friendly to smart weeding robot hardware resources for crops and weeds semantic segmentation.
Yifan Wei, Yuncong Feng, Xiaotang Zhou, Guishen Wang

Front Plant Sci· December 2023

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A novel method for drug-target interaction prediction based on graph transformers model.
Hongmei Wang, Fang Guo, Mengyan Du, Guishen Wang, Chen Cao

BMC Bioinformatics· November 2022

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A Dataset for Forestry Pest Identification.
Bing Liu, Luyang Liu, Ran Zhuo, Weidong Chen, Rui Duan, Guishen Wang

Front Plant Sci· July 2022

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An Interval Iteration Based Multilevel Thresholding Algorithm for Brain MR Image Segmentation.
Yuncong Feng, Wanru Liu, Xiaoli Zhang, Zhicheng Liu, Yunfei Liu, Guishen Wang

Entropy (Basel)· October 2021

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Link Clustering with Extended Link Similarity and EQ Evaluation Division.
Lan Huang, Guishen Wang, Yan Wang, Enrico Blanzieri, Chao Su

PLoS One· October 2017

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Amino Acids in Nine Ligand-Prefer Ramachandran Regions.
Chen Cao, Lincong Wang, Xiaoyang Chen, Shuxue Zou, Guishen Wang

Biomed Res Int· August 2016

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A New Secondary Structure Assignment Algorithm Using Cα Backbone Fragments.
Chen Cao, Guishen Wang, An Liu, Shutan Xu, Lincong Wang

Int J Mol Sci· March 2016

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