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2025	Microbe-Drug Association Prediction Model Based on Adaptive Network Fusion of Structural-Topological Information With Integration Strategy IEEE Transactions on Computational Biology and Bioinformatics Liugen Wang, Bai Zhang, Hanwen Wu, Yongle Shi, Xiang Chen, Yibing Ma, Jie Gao
2025	Prediction of microbe-drug associations using a CNN-Bernoulli random forest model PeerJ Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu
2024	OGNNMDA: a computational model for microbe-drug association prediction based on ordered message-passing graph neural networks Frontiers in Genetics Jiabao Zhao, Linai Kuang, An Hu, Qi Zhang, Dinghai Yang, Chunxiang Wang
2024	MDSVDNV: predicting microbe–drug associations by singular value decomposition and Node2vec Frontiers in Microbiology Huilin Tan, Zhen Zhang, Xin Liu, Yiming Chen, Zinuo Yang, Lei Wang
2024	STNMDA: A Novel Model for Predicting Potential Microbe-Drug Associations with Structure-Aware Transformer Current Bioinformatics Liu Fan, Xiaoyu Yang, Lei Wang, Xianyou Zhu
2024	Unlocking the Future of Drug Development: Generative AI, Digital Twins, and Beyond BioMedInformatics Zamara Mariam, Sarfaraz K. Niazi, Matthias Magoola
2024	Tackling the Antimicrobial Resistance “Pandemic” with Machine Learning Tools: A Summary of Available Evidence Microorganisms Doris Rusic, Marko Kumric, Ana Seselja Perisin, Dario Leskur, Josipa Bukic, Darko Modun, Marino Vilovic, Josip Vrdoljak, Dinko Martinovic, Marko Grahovac, Josko Bozic
2024	A novel microbe-drug association prediction model based on graph attention networks and bilayer random forest BMC Bioinformatics Haiyue Kuang, Zhen Zhang, Bin Zeng, Xin Liu, Hao Zuo, Xingye Xu, Lei Wang
2024	LCASPMDA: a computational model for predicting potential microbe-drug associations based on learnable graph convolutional attention networks and self-paced iterative sampling ensemble Frontiers in Microbiology Zinuo Yang, Lei Wang, Xiangrui Zhang, Bin Zeng, Zhen Zhang, Xin Liu
2024	2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC) Rekha Devrani, Prerna Mahajan, Dinesh Kumar
2023	Predicting Drug-Disease Associations Through Similarity Network Fusion and Multi-View Feature Projection Representation IEEE Journal of Biomedical and Health Informatics Shiming Wang, Jie Li, Dong Wang, Dechen Xu, Jiahuan Jin, Yadong Wang
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