Author

Liang-Yong Xia

Observed names: L.Y. Xia, LIANGYONG XIA, Liang-yong Xia, Liangyong Xia, Xia, Liang-Yong

Observed institutions: Macau University of Science and Technology, Shanghai Jiao Tong University, Anhui Medical University, Innovent Biologics (China), Xi'an Jiaotong University

ORCID: 0000-0003-1015-7127

Observed ORCID: 0000-0003-1015-7127

OpenAlex ID: A5018295220

Improved Classification of Blood-Brain-Barrier Drugs Using Deep Learning

2019 · Rui Miao, Liang-Yong Xia, et al. · Scientific Reports · 95

PDF

Improved Prediction of Drug–Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization

2019 · Liang-Yong Xia, Zi-Yi Yang, et al. · Journal of Chemical Information and Modeling · 34

Beyond the limitation of targeted therapy: Improve the application of targeted drugs combining genomic data with machine learning

2020 · Rui Miao, Hao-Heng Chen, et al. · Pharmacological Research · 24

A new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysis

2017 · Hua Chai, Zi-na Li, et al. · Scientific Reports · 24

PDF

Topical JAK inhibition ameliorates EGFR inhibitor–induced rash in rodents and humans

2024 · Qing You, Leying Chen, et al. · Science Translational Medicine · 19

Descriptor Selection via Log-Sum Regularization for the Biological Activities of Chemical Structure

2017 · Liang-Yong Xia, Yu-Wei Wang, et al. · International Journal of Molecular Sciences · 18

PDF

Descriptor Selection Improvements for Quantitative Structure-Activity Relationships

2019 · Liang-Yong Xia, Qing-Yong Wang, et al. · International Journal of Neural Systems · 16

Identification of 13 blood-based gene expression signatures to accurately distinguish tuberculosis from other pulmonary diseases and healthy controls

2015 · Hai-Hui Huang, Xiao-Ying Liu, et al. · Bio-Medical Materials and Engineering · 15

PDF

Nitric oxide in multikinase inhibitor-induced hand-foot skin reaction

2022 · LEYING CHEN, ZHAOYU WU, et al. · Translational research · 12

Identification of Potential Driver Genes and Pathways Based on Transcriptomics Data in Alzheimer's Disease

2022 · Liang-Yong Xia, Lihong Tang, et al. · Frontiers in Aging Neuroscience · 11

PDF

Semi-Supervised Learning with Ensemble Self-Training for Cancer Classification

2018 · Qingyong Wang, Liang-Yong Xia, et al. · IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) · 11

Meta-Analysis Based on Nonconvex Regularization

2020 · Hui Zhang, Shou-Jiang Li, et al. · Scientific Reports · 8

PDF

Remodeling of dermal adipose tissue alleviates cutaneous toxicity induced by anti-EGFR therapy

2022 · Leying Chen, Qing You, et al. · eLife · 7

Serum IgG N-glycans act as novel serum biomarkers of ankylosing spondylitis

2018 · Jingrong Wang, Canjian Wang, et al. · Annals of the Rheumatic Diseases · 6

PDF

Protein-protein interaction network construction for cancer using a new L1/2-penalized Net-SVM model

2016 · H. Chai, H.H. Huang, et al. · Genetics and Molecular Research · 5

Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions

2024 · Liang-Yong Xia, Yu Wu, et al. · IEEE Journal of Biomedical and Health Informatics · 3