HCLC-FC: A novel statistical method for phenome-wide association studies X Liang, X Cao, Q Sha, S Zhang Plos one 17 (11), e0276646, 2022 | 11 | 2022 |
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data C Zhao, A Liu, X Zhang, X Cao, Z Ding, Q Sha, H Shen, HW Deng, ... Computers in biology and medicine 170, 108058, 2024 | 7* | 2024 |
Gene selection by incorporating genetic networks into case-control association studies X Cao, X Liang, S Zhang, Q Sha European Journal of Human Genetics 32 (3), 270-277, 2024 | 6 | 2024 |
Multi-view information fusion using multi-view variational autoencoder to predict proximal femoral fracture load C Zhao, JH Keyak, X Cao, Q Sha, L Wu, Z Luo, LJ Zhao, Q Tian, M Serou, ... Frontiers in Endocrinology 14, 1261088, 2023 | 6 | 2023 |
Gene-based association tests using GWAS summary statistics and incorporating eQTL X Cao, X Wang, S Zhang, Q Sha Scientific Reports 12 (1), 3553, 2022 | 6 | 2022 |
The evolution of network topology structure of Chinese stock market X Cao, Y Shi, P Wang, L Chen, Y Wang 2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), 329-333, 2018 | 6 | 2018 |
A clustering linear combination method for multiple phenotype association studies based on GWAS summary statistics M Wang, X Cao, S Zhang, Q Sha Scientific Reports 13 (1), 3389, 2023 | 4* | 2023 |
Joint analysis of multiple phenotypes for extremely unbalanced case‐control association studies H Xie, X Cao, S Zhang, Q Sha Genetic Epidemiology 47 (2), 185-197, 2023 | 3 | 2023 |
Simian Immunodeficiency Virus Infection Mediated Changes in Jejunum and Peripheral SARS-CoV-2 Receptor ACE2 and Associated Proteins or Genes in Rhesus Macaques N Boby, X Cao, K Williams, SKG Gadila, MN Shroyer, PJ Didier, ... Frontiers in Immunology 13, 663, 2022 | 3 | 2022 |
A novel method for multiple phenotype association studies based on genotype and phenotype network X Cao, S Zhang, Q Sha PLoS Genetics 20 (5), e1011245, 2024 | 2 | 2024 |
Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics C Zhao, KJ Su, C Wu, X Cao, Q Sha, W Li, Z Luo, T Qin, C Qiu, LJ Zhao, ... ArXiv, arXiv: 2310.07990 v2, 2024 | 2 | 2024 |
A New Hip Fracture Risk Index Derived from FEA-Computed Proximal Femur Fracture Loads and Energies-to-Failure X Cao, JH Keyak, S Sigurdsson, C Zhao, W Zhou, A Liu, TF Lang, ... Osteoporosis International, 2024 | 2 | 2024 |
Joint analysis of multiple phenotypes for extremely unbalanced case–control association studies using multi-layer network H Xie, X Cao, S Zhang, Q Sha Bioinformatics 39 (12), btad707, 2023 | 2 | 2023 |
TGPred: efficient methods for predicting target genes of a transcription factor by integrating statistics, machine learning and optimization X Cao, L Zhang, MK Islam, M Zhao, C He, K Zhang, S Liu, Q Sha, H Wei NAR genomics and bioinformatics 5 (3), lqad083, 2023 | 2 | 2023 |
Identification, Characterization, and Transcriptional Reprogramming of Epithelial Stem Cells and Intestinal Enteroids in Simian Immunodeficiency Virus Infected Rhesus Macaques N Boby, X Cao, A Ransom, BT Pace, C Mabee, MN Shroyer, A Das, ... Frontiers in Immunology 12, 769990, 2021 | 2 | 2021 |
Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data C Zhao, KJ Su, C Wu, X Cao, Q Sha, W Li, Z Luo, T Qing, C Qiu, LJ Zhao, ... Computers in biology and medicine 179, 108813, 2024 | | 2024 |
Integrating External Controls by Regression Calibration for Genome-Wide Association Study L Zhu, S Yan, X Cao, S Zhang, Q Sha Genes 15 (1), 67, 2024 | | 2024 |
Novel Missing Data Imputation Approaches Enhance Quantitative Trait Loci Discovery in Multi-Omics Analysis Z Qi, A Pelletier, J Willwerscheid, X Cao, X Wen, C Cruchaga, P De Jager, ... medRxiv, 2023.11. 29.23299181, 2023 | | 2023 |
Constructing genotype and phenotype network helps reveal disease heritability and phenome-wide association studies X Cao, L Zhu, X Liang, S Zhang, Q Sha medRxiv, 2023.11. 14.23297400, 2023 | | 2023 |
Statistical methods for gene selection and genetic association studies X Cao Michigan Technological University, 2023 | | 2023 |