A review on human activity recognition using vision‐based method S Zhang, Z Wei, J Nie, L Huang, S Wang, Z Li Journal of healthcare engineering 2017 (1), 3090343, 2017 | 392 | 2017 |
Drug–target affinity prediction using graph neural network and contact maps M Jiang, Z Li, S Zhang, S Wang, X Wang, Q Yuan, Z Wei RSC advances 10 (35), 20701-20712, 2020 | 253 | 2020 |
Molecule property prediction based on spatial graph embedding X Wang, Z Li, M Jiang, S Wang, S Zhang, Z Wei Journal of chemical information and modeling 59 (9), 3817-3828, 2019 | 124 | 2019 |
Deep learning methods for molecular representation and property prediction Z Li, M Jiang, S Wang, S Zhang Drug Discovery Today 27 (12), 103373, 2022 | 107 | 2022 |
SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction X Li, P Han, G Wang, W Chen, S Wang, T Song BMC genomics 23 (1), 474, 2022 | 52 | 2022 |
SAG-DTA: prediction of drug–target affinity using self-attention graph network S Zhang, M Jiang, S Wang, X Wang, Z Wei, Z Li International Journal of Molecular Sciences 22 (16), 8993, 2021 | 47 | 2021 |
MARPPI: boosting prediction of protein–protein interactions with multi-scale architecture residual network X Li, P Han, W Chen, C Gao, S Wang, T Song, M Niu, A Rodriguez-Patón Briefings in Bioinformatics 24 (1), bbac524, 2023 | 34 | 2023 |
Sequence-based drug-target affinity prediction using weighted graph neural networks M Jiang, S Wang, S Zhang, W Zhou, Y Zhang, Z Li BMC genomics 23 (1), 449, 2022 | 34 | 2022 |
Toxicity prediction method based on multi-channel convolutional neural network Q Yuan, Z Wei, X Guan, M Jiang, S Wang, S Zhang, Z Li Molecules 24 (18), 3383, 2019 | 33 | 2019 |
Enhancing protein function prediction performance by utilizing AlphaFold-predicted protein structures W Ma, S Zhang, Z Li, M Jiang, S Wang, W Lu, X Bi, H Jiang, H Zhang, ... Journal of Chemical Information and Modeling 62 (17), 4008-4017, 2022 | 31 | 2022 |
MCN-CPI: multiscale convolutional network for compound–protein interaction prediction S Wang, M Jiang, S Zhang, X Wang, Q Yuan, Z Wei, Z Li Biomolecules 11 (8), 1119, 2021 | 31 | 2021 |
Automatic digital ECG signal extraction and normal QRS recognition from real scene ECG images S Wang, S Zhang, Z Li, L Huang, Z Wei Computer methods and programs in biomedicine 187, 105254, 2020 | 31 | 2020 |
Molormer: a lightweight self-attention-based method focused on spatial structure of molecular graph for drug–drug interactions prediction X Zhang, G Wang, X Meng, S Wang, Y Zhang, A Rodriguez-Paton, ... Briefings in Bioinformatics 23 (5), bbac296, 2022 | 29 | 2022 |
Frsite: protein drug binding site prediction based on faster r–cnn M Jiang, Z Wei, S Zhang, S Wang, X Wang, Z Li Journal of Molecular Graphics and Modelling 93, 107454, 2019 | 28 | 2019 |
Molecular property prediction based on a multichannel substructure graph S Wang, Z Li, S Zhang, M Jiang, X Wang, Z Wei IEEE Access 8, 18601-18614, 2020 | 24 | 2020 |
Molecular substructure tree generative model for de novo drug design S Wang, T Song, S Zhang, M Jiang, Z Wei, Z Li Briefings in bioinformatics 23 (2), bbab592, 2022 | 22 | 2022 |
Predicting drug-target affinity by learning protein knowledge from biological networks W Ma, S Zhang, Z Li, M Jiang, S Wang, N Guo, Y Li, X Bi, H Jiang, Z Wei IEEE Journal of Biomedical and Health Informatics 27 (4), 2128-2137, 2023 | 19 | 2023 |
PETrans: De novo drug design with protein-specific encoding based on transfer learning X Wang, C Gao, P Han, X Li, W Chen, A Rodríguez Patón, S Wang, ... International Journal of Molecular Sciences 24 (2), 1146, 2023 | 18 | 2023 |
RGN: residue-Based graph attention and convolutional network for protein–protein interaction site prediction S Wang, W Chen, P Han, X Li, T Song Journal of chemical information and modeling 62 (23), 5961-5974, 2022 | 17 | 2022 |
Multi-transdti: transformer for drug–target interaction prediction based on simple universal dictionaries with multi-view strategy G Wang, X Zhang, Z Pan, A Rodríguez Patón, S Wang, T Song, Y Gu Biomolecules 12 (5), 644, 2022 | 16 | 2022 |