| Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embedding X Chen, S Chen, S Song, Z Gao, L Hou, X Zhang, H Lv, R Jiang Nature Machine Intelligence 4 (2), 116-126, 2022 | 48 | 2022 |
| Leveraging effect size distributions to improve polygenic risk scores derived from summary statistics of genome-wide association studies S Song, W Jiang, L Hou, H Zhao PLOS Computational Biology 16 (2), e1007565, 2020 | 43 | 2020 |
| A set of efficient methods to generate high-dimensional binary data with specified correlation structures W Jiang, S Song, L Hou, H Zhao The American Statistician 75 (3), 310-322, 2021 | 34 | 2021 |
| Leveraging LD eigenvalue regression to improve the estimation of SNP heritability and confounding inflation S Song, W Jiang, Y Zhang, L Hou, H Zhao The American Journal of Human Genetics 109 (5), 802-811, 2022 | 15 | 2022 |
| A novel transcriptional risk score for risk prediction of complex human diseases N Shan, Y Xie, S Song, W Jiang, Z Wang, L Hou Genetic Epidemiology 45 (8), 811-820, 2021 | 6 | 2021 |
| An unbiased kinship estimation method for genetic data analysis W Jiang, X Zhang, S Li, S Song, H Zhao BMC Bioinformatics 23 (1), 525, 2022 | 5 | 2022 |
| Openness weighted association studies: leveraging personal genome information to prioritize non-coding variants S Song, N Shan, G Wang, X Yan, JS Liu, L Hou Bioinformatics 37 (24), 4737-4743, 2021 | 4 | 2021 |
| Reduction of Human Mobility Matters during Early COVID-19 Outbreaks: Evidence from India, Japan and China Z Ren, R Li, T Zhang, B Chen, C Wang, M Li, S Song, Y Xiao, B Xu, Z Liu, ... International Journal of Environmental Research and Public Health 18 (6), 2826, 2021 | 4 | 2021 |
| A data-adaptive Bayesian regression approach for polygenic risk prediction S Song, L Hou, JS Liu Bioinformatics, 2022 | 3 | 2022 |
| Law of the Iterated Logarithm and Model Selection Consistency for Independent and Dependent GLMs X Yang, S Song, H Zhang Frontiers of Mathematics in China, 2021 | 3* | 2021 |
| Cofea: correlation-based feature selection for single-cell chromatin accessibility data K Li, X Chen, S Song, L Hou, S Chen, R Jiang Briefings in Bioinformatics 25 (1), bbad458, 2024 | 1 | 2024 |
| Correcting statistical bias in correlation-based kinship estimators W Jiang, X Zhang, S Li, S Song, H Zhao bioRxiv, 2021.01. 13.426515, 2021 | 1 | 2021 |
| Partitioning and aggregating cross-tissue and tissue-specific genetic effects to identify gene-trait associations S Song, L Wang, L Hou, JS Liu Nature Communications 15 (1), 5769, 2024 | | 2024 |
| Participation bias in the estimation of heritability and genetic correlation S Song, S Benonisdottir, JS Liu, A Kong arXiv preprint arXiv:2405.19058, 2024 | | 2024 |
| A robust penalized-regression-based method for multivariable Mendelian randomization using GWAS summary statistics W Jiang, S Song, L Lyu, C Chang, Y Zhao, B Wu, L Wang, M Girgenti, ... | | 2023 |
| Multi-Cell-Type Openness-Weighted Association Studies for Trait-Associated Genomic Segments Prioritization S Song, H Sun, JS Liu, L Hou Genes 13 (7), 1220, 2022 | | 2022 |
Lin HouAssociate Professor, Center for Statistical Science, Tsinghua University在 tsinghua.edu.cn 的电子邮件经过验证
