| Improved classification of blood-brain-barrier drugs using deep learning R Miao, LY Xia, HH Chen, HH Huang, Y Liang Scientific reports 9 (1), 8802, 2019 | 62 | 2019 |
| Improved prediction of drug–target interactions using self-paced learning with collaborative matrix factorization LY Xia, ZY Yang, H Zhang, Y Liang Journal of chemical information and modeling 59 (7), 3340-3351, 2019 | 28 | 2019 |
| A new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysis H Chai, Z Li, D Meng, L Xia, Y Liang Scientific reports 7 (1), 13053, 2017 | 25 | 2017 |
| Identification of 13 blood-based gene expression signatures to accurately distinguish tuberculosis from other pulmonary diseases and healthy controls HH Huang, XY Liu, Y Liang, H Chai, LY Xia Bio-Medical Materials and Engineering 26 (s1), S1837-S1843, 2015 | 20 | 2015 |
| Descriptor selection improvements for quantitative structure-activity relationships LY Xia, QY Wang, Z Cao, Y Liang International journal of neural systems 29 (09), 1950016, 2019 | 14 | 2019 |
| Semi-supervised learning with ensemble self-training for cancer classification Q Wang, LY Xia, H Chai, Y Zhou 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2018 | 13 | 2018 |
| Descriptor selection via log-sum regularization for the biological activities of chemical structure LY Xia, YW Wang, DY Meng, XJ Yao, H Chai, Y Liang International journal of molecular sciences 19 (1), 30, 2017 | 13 | 2017 |
| Meta-analysis based on nonconvex regularization H Zhang, SJ Li, H Zhang, ZY Yang, YQ Ren, LY Xia, Y Liang Scientific reports 10 (1), 5755, 2020 | 9 | 2020 |
| Single image super-resolution method using transform-invariant directional total variation with S½+ L½-norm Y Liang, ZB Xu, LY Xia, XY Liu US Patent 9,600,861, 2017 | 8 | 2017 |
| Beyond the limitation of targeted therapy: improve the application of targeted drugs combining genomic data with machine learning R Miao, HH Chen, QI Dang, LY Xia, ZY Yang, MF He, ZF Hao, Y Liang Pharmacological Research 159, 104932, 2020 | 7 | 2020 |
| Identification of Potential Driver Genes and Pathways Based on Transcriptomics Data in Alzheimer's Disease LY Xia, LH Tang, H Hui, L Jie Frontiers in Aging Neuroscience, 1663-4365, 2022 | 6 | 2022 |
| MSPL: Multimodal self-paced learning for multi-omics feature selection and data integration ZY Yang, LY Xia, H Zhang, Y Liang IEEE Access 7, 170513-170524, 2019 | 6 | 2019 |
| Serum IgG N-glycans act as novel serum biomarkers of ankylosing spondylitis J Wang, C Wang, Y Liang, H Pan, Z Jiang, Z Li, Y Li, L Xia, W Liu, ... Annals of the Rheumatic Diseases 78 (5), 705-707, 2019 | 6 | 2019 |
| Protein-protein interaction network construction for cancer using a new L1/2-penalized Net-SVM model. H Chai, HH Huang, HK Jiang, Y Liang, LY Xia Genetics and molecular research: GMR 15 (3), 2016 | 4 | 2016 |
| Remodeling of dermal adipose tissue alleviates cutaneous toxicity induced by anti-EGFR therapy L Chen, Q You, M Liu, S Li, Z Wu, J Hu, Y Ma, L Xia, Y Zhou, N Xu, ... Elife 11, e72443, 2022 | 3 | 2022 |
| A greedy screening test strategy to accelerate solving LASSO problems with small regularization parameters HW Shen, H Chai, LY Xia, SB Wu, W Qu, Y Liang, XT Liu Soft Computing 24 (7), 5245-5253, 2020 | 1 | 2020 |
| Low-Rank and Sparse Matrix Decomposition Based on Schatten p= 1/2 and L1/2 Regularizations for Separation of Background and Dynamic Components for Dynamic MRI Y Liang, LY Xia, LIN Xu-Xin, XY Liu, C Kuok-Fan US Patent App. 14/965,918, 2017 | 1 | 2017 |
| Low-rank and sparse matrix decomposition based on S1/2 and L1/2 regularizations in dynamic MRI XX Lin, LY Xia, Y Liang, HH Huang, H Chai, KF Chan 2016 Sixth International Conference on Image Processing Theory, Tools and …, 2016 | 1 | 2016 |
| Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions LY Xia, Y Wu, L Zhao, L Chen, S Zhang, M Wang, J Luo IEEE Journal of Biomedical and Health Informatics, 2024 | | 2024 |
| Drug-Protein Interaction Prediction via Multi-View Variational Autoencoder and Cascade Deep Forests LY Xia, Y Wu, L Zhao, L Chen, S Zhang, M Wang, J Luo | | 2023 |
Hai-Hui HuangShaoguan UniversityAdresse e-mail validée de sgu.edu.cn
