| A unified framework for cross-population trait prediction by leveraging the genetic correlation of polygenic traits M Cai, J Xiao, S Zhang, X Wan, H Zhao, G Chen, C Yang The American Journal of Human Genetics 108 (4), 632-655, 2021 | 86 | 2021 |
| Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope X Wan, J Xiao, SST Tam, M Cai, R Sugimura, Y Wang, X Wan, Z Lin, ... Nature Communications 14 (1), 7848, 2023 | 27 | 2023 |
| LSMM: a statistical approach to integrating functional annotations with genome-wide association studies J Ming, M Dai, M Cai, X Wan, J Liu, C Yang Bioinformatics 34 (16), 2788-2796, 2018 | 25 | 2018 |
| IGREX for quantifying the impact of genetically regulated expression on phenotypes M Cai, LS Chen, J Liu, C Yang NAR genomics and bioinformatics 2 (1), lqaa010, 2020 | 19* | 2020 |
| XPXP: improving polygenic prediction by cross-population and cross-phenotype analysis J Xiao, M Cai, X Hu, X Wan, G Chen, C Yang Bioinformatics 38 (7), 1947-1955, 2022 | 17 | 2022 |
| BIVAS: a scalable Bayesian method for bi-level variable selection with applications M Cai, M Dai, J Ming, H Peng, J Liu, C Yang Journal of Computational and Graphical Statistics 29 (1), 40-52, 2020 | 15 | 2020 |
| IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies M Dai, J Ming, M Cai, J Liu, C Yang, X Wan, Z Xu Bioinformatics 33 (18), 2882-2889, 2017 | 14 | 2017 |
| Leveraging the local genetic structure for trans-ancestry association mapping J Xiao, M Cai, X Yu, X Hu, G Chen, X Wan, C Yang The American Journal of Human Genetics 109 (7), 1317-1337, 2022 | 11 | 2022 |
| XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias M Cai, Z Wang, J Xiao, X Hu, G Chen, C Yang Nature Communications 14 (1), 6870, 2023 | 9 | 2023 |
| Benchmarking Mendelian Randomization methods for causal inference using genome-wide association study summary statistics X Hu, M Cai, J Xiao, X Wan, Z Wang, H Zhao, C Yang medRxiv, 2024.01. 03.24300765, 2024 | 1 | 2024 |
| PALM: a powerful and adaptive latent model for prioritizing risk variants with functional annotations X Yu, J Xiao, M Cai, Y Jiao, X Wan, J Liu, C Yang Bioinformatics 39 (2), btad068, 2023 | 1 | 2023 |
| MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information Z Wang, F Zhang, C Zheng, X Hu, M Cai, C Yang Journal of Computational and Graphical Statistics, 1-11, 2024 | | 2024 |
| Funmap: integrating high-dimensional functional annotations to improve fine-mapping Y Li, J Xiao, J Ming, Y Zeng, M Cai medRxiv, 2024.06. 25.24309459, 2024 | | 2024 |
| A unified framework for cell-type-specific eQTLs prioritization by integrating bulk and scRNA-seq data X Yu, X Hu, X Wan, Z Zhang, M Cai, T Yu, J Xiao medRxiv, 2024.05. 27.24307972, 2024 | | 2024 |
| Scalable Statistical Methods for Cross-population Risk Prediction and Integrative Analysis of Multi-omics Data M Cai PQDT-Global, 2022 | | 2022 |
Can YangHong Kong University of Science and TechnologyVerified email at ust.hk
