| Molecular mechanisms of chondrocyte proliferation and differentiation H Chen, XN Tan, S Hu, RQ Liu, LH Peng, YM Li, P Wu Frontiers in cell and developmental biology 9, 664168, 2021 | 128 | 2021 |
| Predicting drug–target interactions with multi-information fusion L Peng, B Liao, W Zhu, Z Li, K Li IEEE journal of biomedical and health informatics 21 (2), 561-572, 2015 | 92 | 2015 |
| Cell–cell communication inference and analysis in the tumour microenvironments from single-cell transcriptomics: data resources and computational strategies L Peng, F Wang, Z Wang, J Tan, L Huang, X Tian, G Liu, L Zhou Briefings in bioinformatics 23 (4), bbac234, 2022 | 70 | 2022 |
| Human microbe-disease association prediction based on adaptive boosting LH Peng, J Yin, L Zhou, MX Liu, Y Zhao Frontiers in microbiology 9, 2440, 2018 | 67 | 2018 |
| Single-cell RNA-seq clustering: datasets, models, and algorithms L Peng, X Tian, G Tian, J Xu, X Huang, Y Weng, J Yang, L Zhou RNA biology 17 (6), 765-783, 2020 | 64 | 2020 |
| VDA-RWLRLS: An anti-SARS-CoV-2 drug prioritizing framework combining an unbalanced bi-random walk and Laplacian regularized least squares L Shen, F Liu, L Huang, G Liu, L Zhou, L Peng Computers in biology and medicine 140, 105119, 2022 | 62 | 2022 |
| Screening drug-target interactions with positive-unlabeled learning L Peng, W Zhu, B Liao, Y Duan, M Chen, Y Chen, J Yang Scientific reports 7 (1), 8087, 2017 | 60 | 2017 |
| Revealing drug-target interactions with computational models and algorithms L Zhou, Z Li, J Yang, G Tian, F Liu, H Wen, L Peng, M Chen, J Xiang, ... Molecules 24 (9), 1714, 2019 | 56 | 2019 |
| Improved DNA-binding protein identification by incorporating evolutionary information into the Chou’s PseAAC X Fu, W Zhu, B Liao, L Cai, L Peng, J Yang IEEE Access 6, 66545-66556, 2018 | 56 | 2018 |
| LPI-deepGBDT: a multiple-layer deep framework based on gradient boosting decision trees for lncRNA–protein interaction identification L Zhou, Z Wang, X Tian, L Peng BMC bioinformatics 22, 1-24, 2021 | 48 | 2021 |
| BPLLDA: predicting lncRNA-disease associations based on simple paths with limited lengths in a heterogeneous network X Xiao, W Zhu, B Liao, J Xu, C Gu, B Ji, Y Yao, L Peng, J Yang Frontiers in genetics 9, 411, 2018 | 45 | 2018 |
| Finding lncRNA-protein interactions based on deep learning with dual-net neural architecture L Peng, C Wang, X Tian, L Zhou, K Li IEEE/ACM transactions on computational biology and bioinformatics 19 (6 …, 2021 | 44 | 2021 |
| Improved pre-miRNAs identification through mutual information of pre-miRNA sequences and structures X Fu, W Zhu, L Cai, B Liao, L Peng, Y Chen, J Yang Frontiers in genetics 10, 119, 2019 | 44 | 2019 |
| Prioritizing antiviral drugs against SARS-CoV-2 by integrating viral complete genome sequences and drug chemical structures L Peng, L Shen, J Xu, X Tian, F Liu, J Wang, G Tian, J Yang, L Zhou Scientific reports 11 (1), 6248, 2021 | 39 | 2021 |
| A computational study of potential miRNA-disease association inference based on ensemble learning and kernel ridge regression LH Peng, LQ Zhou, X Chen, X Piao Frontiers in bioengineering and biotechnology 8, 40, 2020 | 39 | 2020 |
| Probing antiviral drugs against SARS-CoV-2 through virus-drug association prediction based on the KATZ method L Zhou, J Wang, G Liu, Q Lu, R Dong, G Tian, J Yang, L Peng Genomics 112 (6), 4427-4434, 2020 | 38 | 2020 |
| Probing lncRNA–protein interactions: data repositories, models, and algorithms L Peng, F Liu, J Yang, X Liu, Y Meng, X Deng, C Peng, G Tian, L Zhou Frontiers in genetics 10, 1346, 2020 | 38 | 2020 |
| EnANNDeep: An Ensemble-based lncRNA–protein Interaction Prediction Framework with Adaptive k-Nearest Neighbor Classifier and Deep Models L Peng, J Tan, X Tian, L Zhou Interdisciplinary Sciences: Computational Life Sciences 14 (1), 209-232, 2022 | 36 | 2022 |
| Deciphering ligand–receptor-mediated intercellular communication based on ensemble deep learning and the joint scoring strategy from single-cell transcriptomic data L Peng, J Tan, W Xiong, L Zhang, Z Wang, R Yuan, Z Li, X Chen Computers in Biology and Medicine 163, 107137, 2023 | 34 | 2023 |
| Fragment enrichment of circulating tumor DNA with low-frequency mutations X Liu, J Lang, S Li, Y Wang, L Peng, W Wang, Y Han, C Qi, L Song, ... Frontiers in Genetics 11, 147, 2020 | 33 | 2020 |