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Journal of Ethnopharmacology|May 31, 2023
SMRGAT: A traditional Chinese herb recommendation model based on a multi-graph residual attention network and semantic knowledge fusionXiaoyan Yang, Changsong DingFrontiers in Neurology|August 7, 2023
Combining convolutional attention mechanism and residual deformable Transformer for infarct segmentation from CT scans of acute ischemic stroke patientsZhixiang Xu, Changsong DingFrontiers in Pharmacology|December 18, 2025
TCMRGAT: Relational graph attention networks for predicting stroke treatment efficacy of traditional Chinese medicine prescriptionsNing Cheng, Changsong Ding, Xuekun SongFrontiers in Medicine|December 5, 2022
PMMS: Predicting essential miRNAs based on multi-head self-attention mechanism and sequencesCheng Yan, Changsong Ding, Guihua DuanIEEE Journal of Biomedical and Health Informatics|December 15, 2025
MRHAF: Multi-Relational Hierarchical Attention with Hybrid Knowledge Fusion for Explainable Herb RecommendationsXiaoyan Yang, Yiyu Luo, Changsong DingMethods (San Diego, Calif.)|May 21, 2022
HPE-GCN: Predicting efficacy of tonic formulae via graph convolutional networks integrating traditionally defined herbal propertiesJiajun Liu, Qunfu Huang, Xiaoyan Yang, et al.Journal of Chemical Information and Modeling|May 6, 2024
HANSynergy: Heterogeneous Graph Attention Network for Drug Synergy PredictionNing Cheng, Li Wang, Yiping Liu, et al.Journal of Inflammation Research|August 3, 2026
An NRIP1-Centric Monocyte Immunogenetic Bridge Between Heart Failure and Ischemic StrokeHongyao Chen, Yao Xiao, Xiaoyan Yang, et al.International Journal of Hypertension|August 16, 2021
Improving the Accuracy in Classification of Blood Pressure from Photoplethysmography Using Continuous Wavelet Transform and Deep LearningJiaze Wu, Hao Liang, Changsong Ding, et al.Scientific Reports|August 6, 2025
Identifying ferroptosis-related genes in lung adenocarcinoma using random walk with restart in the PPI networkCan Liu, Peng He, Ru Qiao, et al.Pageof 2