Brian D. Williamson

Improving random forest predictions in small datasets from two-phase sampling designs

Sunwoo Han, Brian D. Williamson, Youyi Fong · BMC Medical Informatics and Decision Making · 2021 · 134 citations · Full text

Computing, Biomedical Sciences, Biostatistics +16

Antibody Fc effector functions and IgG3 associate with decreased HIV-1 risk

Scott D. Neidich, Youyi Fong, Shuying S. Li et al. · Journal of Clinical Investigation · 2019 · 123 citations · Full text

Life Sciences, Immunology, Infectious Diseases +15

Nonparametric variable importance assessment using machine learning techniques

Brian D. Williamson, Peter B. Gilbert, Marco Carone et al. · Biometrics · 2020 · 107 citations · Full text

Computing, Computer Science, Machine Learning +10

Interim Estimates of 2023–24 Seasonal Influenza Vaccine Effectiveness — United States

Aaron M. Frutos, Ashley M. Price, Elizabeth Harker et al. · MMWR Morbidity and Mortality Weekly Report · 2024 · 86 citations · Full text

Medicine, Infectious Diseases, Pediatrics +17

A General Framework for Inference on Algorithm-Agnostic Variable Importance

Brian D. Williamson, Peter B. Gilbert, Noah Simon et al. · Journal of the American Statistical Association · 2021 · 72 citations · Full text

Computing, Biostatistics, Computer Science +13