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 · 120 citations · Full text

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 · 112 citations · Full text

Nonparametric variable importance assessment using machine learning techniques

Brian D. Williamson, Peter B. Gilbert, Marco Carone et al. · Biometrics · 2020 · 101 citations · Full text

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 · 68 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Identification of Amadori-Modified Plasma Proteins in Type 2 Diabetes and the Effect of Short-Term Intensive Insulin Treatment

Abdul Jaleel, Panagiotis Halvatsiotis, Brian D. Williamson et al. · Diabetes Care · 2005 · 66 citations · Full text