百晓学者学者目录

胡湘红

助理教授、教授，深圳大学

精选作品

期刊论文

2024

Benchmarking Mendelian randomization methods for causal inference using genome-wide association study summary statistics

Xianghong Hu, Mingxuan Cai, Jiashun Xiao, Xiaomeng Wan, Zhiwei Wang, Hongyu Zhao, Can Yang

The American Journal of Human Genetics

DOI

2023

XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias

M. Cai, Zhi-Wei Wang, Jia-Shun Xiao, Xianghong Hu, Gang Chen, Can Yang

bioRxiv

DOI

2023

MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information

Zhi-Wei Wang, Fa Zhang, Cong Zheng, Xianghong Hu, M. Cai, Can Yang

Journal of Computational And Graphical Statistics

DOI

2023

Flexible and Accurate Methods for Estimation and Inference of Gaussian Graphical Models with Applications

Yue-Liang Qian, Xianghong Hu, Can Yang

DOI

2022

XPXP: improving polygenic prediction by cross-population and cross-phenotype analysis

Jia-Shun Xiao, M. Cai, Xianghong Hu, Xiang Wan, Gang Chen, Can Yang

Bioinform.

DOI

2022

Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics

Xianghong Hu, Jia Zhao, Zhi-Xiang Lin, Yang Wang, Heng Peng, Hong-Yu Zhao, Xiang Wan, Can Yang

bioRxiv

DOI

2022

Leveraging the local genetic structure for trans-ancestry association mapping

Jia-Shun Xiao, M. Cai, Xin-Yi Yu, Xianghong Hu, Xiang Wan, Gang Chen, Can Yang

bioRxiv

DOI

2019

基因大数据的集成分析

胡湘红，彭衡，杨灿，张纵辉，万翔，罗智泉

《大数据》

2019

Statistical methods for Mendelian randomization using GWAS summary data

Xianghong Hu

2018

Bayesian weighted Mendelian randomization for causal inference based on summary statistics

Jia Zhao, Jingsi Ming, Xianghong Hu, Gang Chen, Jin Liu, Can Yang

Bioinform.

DOI

预印本

2026

MRMU: A New Paradigm for Mendelian Randomization by Accounting for Measured Covariates and Unmeasured Confounders

Xianghong Hu, Jiashun Xiao, Zhiwei Wang, Xinrui Huang, Hongyu Zhao, Can Yang

medRxiv

DOI

2026

XMR: A cross-population Mendelian randomization method for causal inference using genome-wide summary statistics

Can Yang, Xinrui Huang, Zitong Chao, Zhiwei Wang, Xianghong Hu

Research Square

DOI

研究方向

生物医疗统计数据科学人工智能与生命科学交叉因果推断等

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