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Briefings in Bioinformatics|May 24, 2020
Attentional multi-level representation encoding based on convolutional and variance autoencoders for lncRNA-disease association predictionNan Sheng, Hui Cui, Tiangang Zhang, et al.
Briefings in Bioinformatics|December 1, 2021
Prediction of drug-disease associations by integrating common topologies of heterogeneous networks and specific topologies of subnetsLing Gao, Hui Cui, Tiangang Zhang, et al.
Frontiers in Pharmacology|November 30, 2019
HeteroDualNet: A Dual Convolutional Neural Network With Heterogeneous Layers for Drug-Disease Association Prediction via Chou's Five-Step RulePing Xuan, Hui Cui, Tonghui Shen, et al.
International Journal of Molecular Sciences|September 5, 2019
CNNDLP: A Method Based on Convolutional Autoencoder and Convolutional Neural Network with Adjacent Edge Attention for Predicting lncRNA-Disease AssociationsPing Xuan, Nan Sheng, Tiangang Zhang, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics|March 17, 2021
Inferring Drug-Target Interactions Based on Random Walk and Convolutional Neural NetworkXiaoqiang Xu, Ping Xuan, Tiangang Zhang, et al.
IEEE Journal of Biomedical and Health Informatics|November 20, 2020
Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease AssociationsPing Xuan, Ling Gao, Nan Sheng, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
Integrating Channel Context Attention and Regional Association Attention for Kidney and Tumor SegmentationYing Liu, Hui Cui, Tiangang Zhang, et al.
IEEE Journal of Biomedical and Health Informatics|October 21, 2021
Learning Multi-Scale Heterogeneous Representations and Global Topology for Drug-Target Interaction PredictionPing Xuan, Kaimiao Hu, Hui Cui, et al.
Briefings in Bioinformatics|October 11, 2021
Integration of pairwise neighbor topologies and miRNA family and cluster attributes for miRNA-disease association predictionPing Xuan, Dong Wang, Hui Cui, et al.
Briefings in Bioinformatics|October 31, 2021
GVDTI: graph convolutional and variational autoencoders with attribute-level attention for drug-protein interaction predictionPing Xuan, Mengsi Fan, Hui Cui, et al.
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