Winston Haynes

Unsupervised Analysis of Transcriptomics in Bacterial Sepsis Across Multiple Datasets Reveals Three Robust Clusters

Timothy E. Sweeney, Tej D. Azad, Michele Donato et al. · Critical Care Medicine · 2018 · 340 citations

Interpretation of biological experiments changes with evolution of the Gene Ontology and its annotations

Aurelie Tomczak, Jonathan Mortensen, Rainer Winnenburg et al. · Scientific Reports · 2018 · 189 citations · Full text

Leveraging heterogeneity across multiple datasets increases cell-mixture deconvolution accuracy and reduces biological and technical biases

Francesco Vallania, Andrew Tam, Shane Lofgren et al. · Nature Communications · 2018 · 174 citations · Full text

Methods to increase reproducibility in differential gene expression via meta-analysis

Timothy E. Sweeney, Winston Haynes, Francesco Vallania et al. · Nucleic Acids Research · 2016 · 148 citations · Full text

Genetics, Genetic Epidemiology, Differential Gene Expression +18

EMPOWERING MULTI-COHORT GENE EXPRESSION ANALYSIS TO INCREASE REPRODUCIBILITY

Winston Haynes, Francesco Vallania, Charles Y. Liu et al. · 2016 · 117 citations · Full text

Genetics, Genetic Epidemiology, Gene Expression Profiling +17