All Stories

  1. Prediction of disease risk using clinical information and genomic data
  2. A new Mendelian randomization method for causal inference using genetic data
  3. Network assisted analysis of de novo variants using protein-protein interaction information identified 46 candidate genes for congenital heart disease
  4. Non-linear archetypal analysis of single-cell RNA-seq data by deep autoencoders
  5. M-DATA: A statistical approach to jointly analyzing de novo mutations for multiple traits
  6. A fast and robust Bayesian nonparametric method for prediction of complex traits using summary statistics
  7. Leveraging functional annotation to identify genes associated with complex diseases
  8. Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms
  9. Leveraging effect size distributions to improve polygenic risk scores derived from summary statistics of genome-wide association studies
  10. LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data
  11. Risk Locus Identification Ties Alcohol Withdrawal Symptoms to SORCS2
  12. Using DNA methylation to validate an electronic medical record phenotype for smoking
  13. Genome-wide association meta-analysis of age at first cannabis use
  14. International variations in trust in health care systems
  15. AUDIT-C and ICD codes as phenotypes for harmful alcohol use: association with ADH1B polymorphisms in two US populations
  16. Distance-correlation based gene set analysis in longitudinal studies
  17. Trauma exposure interacts with the genetic risk of bipolar disorder in alcohol misuse of US soldiers
  18. Ancestry-specific and sex-specific risk alleles identified in a genome-wide gene-by-alcohol dependence interaction study of risky sexual behaviors
  19. A Dirichlet process mixture model for clustering longitudinal gene expression data
  20. Validating Harmful Alcohol Use as a Phenotype for Genetic Discovery Using Phosphatidylethanol and a Polymorphism in ADH1B
  21. A Dirichlet-tree multinomial regression model for associating dietary nutrients with gut microorganisms
  22. On joint estimation of Gaussian graphical models for spatial and temporal data
  23. A Bayesian semiparametric factor analysis model for subtype identification
  24. Impact of genotyping errors on statistical power of association tests in genomic analyses: A case study
  25. Greedy outcome weighted tree learning of optimal personalized treatment rules
  26. Variable selection via additive conditional independence
  27. A Markov random field-based approach for joint estimation of differentially expressed genes in mouse transcriptome data
  28. Gene Regulation Network Inference With Joint Sparse Gaussian Graphical Models
  29. Sparse Regression by Projection and Sparse Discriminant Analysis
  30. Low-Rank Modeling and Its Applications in Image Analysis
  31. T cell-intrinsic role of IL-6 signaling in primary and memory responses