All Stories

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

    Article • Journal of Computational and Graphical Statistics, March 2024, Taylor & Francis

    Xianghong Hu

  2. Prediction of disease risk using clinical information and genomic data

    Article • August 2022, ACM (Association for Computing Machinery)

    Xianghong Hu, Yiliang Zhang

  3. A new Mendelian randomization method for causal inference using genetic data

    Article • Proceedings of the National Academy of Sciences, July 2022, Proceedings of the National Academy of Sciences

    Xianghong Hu, Professor Can Yang

  4. Network assisted analysis of de novo variants using protein-protein interaction information identified 46 candidate genes for congenital heart disease

    Article • PLoS Genetics, June 2022, PLOS

    Xianghong Hu

  5. Non-linear archetypal analysis of single-cell RNA-seq data by deep autoencoders

    Article • PLoS Computational Biology, April 2022, PLOS

    Xianghong Hu

  6. M-DATA: A statistical approach to jointly analyzing de novo mutations for multiple traits

    Article • PLoS Genetics, November 2021, PLOS

    Xianghong Hu

  7. A fast and robust Bayesian nonparametric method for prediction of complex traits using summary statistics

    Article • PLoS Genetics, July 2021, PLOS

    Xianghong Hu

  8. Leveraging functional annotation to identify genes associated with complex diseases

    Article • PLoS Computational Biology, November 2020, PLOS

    Xianghong Hu

  9. Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms

    Article • PLoS Genetics, October 2020, PLOS

    Xianghong Hu

  10. Leveraging effect size distributions to improve polygenic risk scores derived from summary statistics of genome-wide association studies

    Article • PLoS Computational Biology, February 2020, PLOS

    Xianghong Hu

  11. LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data

    Article • Statistical Applications in Genetics and Molecular Biology, February 2019, De Gruyter

    Xianghong Hu

  12. Risk Locus Identification Ties Alcohol Withdrawal Symptoms to SORCS2

    Article • Alcoholism Clinical and Experimental Research, October 2018, Wiley

    Xianghong Hu

  13. Using DNA methylation to validate an electronic medical record phenotype for smoking

    Article • Addiction Biology, October 2018, Wiley

    Xianghong Hu

  14. Genome-wide association meta-analysis of age at first cannabis use

    Article • Addiction, August 2018, Wiley

    Professor Marcus R Munafo, Xianghong Hu

  15. International variations in trust in health care systems

    Article • The International Journal of Health Planning and Management, August 2018, Wiley

    Xianghong Hu

  16. AUDIT-C and ICD codes as phenotypes for harmful alcohol use: association with ADH1B polymorphisms in two US populations

    Article • Addiction, August 2018, Wiley

    Xianghong Hu

  17. Distance-correlation based gene set analysis in longitudinal studies

    Article • Statistical Applications in Genetics and Molecular Biology, February 2018, De Gruyter

    Xianghong Hu

  18. Trauma exposure interacts with the genetic risk of bipolar disorder in alcohol misuse of US soldiers

    Article • Acta Psychiatrica Scandinavica, December 2017, Wiley

    Xianghong Hu

  19. Ancestry-specific and sex-specific risk alleles identified in a genome-wide gene-by-alcohol dependence interaction study of risky sexual behaviors

    Article • American Journal of Medical Genetics Part B Neuropsychiatric Genetics, October 2017, Wiley

    Xianghong Hu

  20. A Dirichlet process mixture model for clustering longitudinal gene expression data

    Article • Statistics in Medicine, June 2017, Wiley

    Xianghong Hu

  21. Validating Harmful Alcohol Use as a Phenotype for Genetic Discovery Using Phosphatidylethanol and a Polymorphism in ADH1B

    Article • Alcoholism Clinical and Experimental Research, April 2017, Wiley

    Xianghong Hu

  22. A Dirichlet-tree multinomial regression model for associating dietary nutrients with gut microorganisms

    Article • Biometrics, January 2017, Wiley

    Xianghong Hu

  23. On joint estimation of Gaussian graphical models for spatial and temporal data

    Article • Biometrics, January 2017, Wiley

    Xianghong Hu

  24. A Bayesian semiparametric factor analysis model for subtype identification

    Article • Statistical Applications in Genetics and Molecular Biology, January 2017, De Gruyter

    Xianghong Hu

  25. Impact of genotyping errors on statistical power of association tests in genomic analyses: A case study

    Article • Genetic Epidemiology, December 2016, Wiley

    Xianghong Hu

  26. Greedy outcome weighted tree learning of optimal personalized treatment rules

    Article • Biometrics, October 2016, Wiley

    Xianghong Hu

  27. Variable selection via additive conditional independence

    Article • Journal Of The Royal Statistical Society, January 2016, Wiley

    Xianghong Hu

  28. A Markov random field-based approach for joint estimation of differentially expressed genes in mouse transcriptome data

    Article • Statistical Applications in Genetics and Molecular Biology, January 2016, De Gruyter

    Xianghong Hu

  29. Gene Regulation Network Inference With Joint Sparse Gaussian Graphical Models

    Article • Journal of Computational and Graphical Statistics, October 2015, Taylor & Francis

    Xianghong Hu

  30. Sparse Regression by Projection and Sparse Discriminant Analysis

    Article • Journal of Computational and Graphical Statistics, April 2015, Taylor & Francis

    Xianghong Hu

  31. Low-Rank Modeling and Its Applications in Image Analysis

    Article • ACM Computing Surveys, January 2015, ACM (Association for Computing Machinery)

    Xianghong Hu

  32. T cell-intrinsic role of IL-6 signaling in primary and memory responses

    Article • eLife, May 2014, eLife

    Professor Heung Kyu Lee, Dr Namiko Hoshi, Xianghong Hu