Brian D. Williamson

Also affiliated with Kaiser Permanente Washington Health Research Institute, University of Washington, Kaiser Permanente Washington Health Research Institute, Fred Hutch Cancer Center, Cancer Research And Biostatistics

Immunology and MicrobiologyBusiness, Management and AccountingEngineeringMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 25 papers. Top paper: “Comparing antibody assays as correlates of protection against COVID-19 in the COVE mRNA-1273 vaccine efficacy trial”.

Comparing antibody assays as correlates of protection against COVID-19 in the COVE mRNA-1273 vaccine efficacy trial

Science Translational Medicine(2023)10.1126/scitranslmed.ade9078

N/A

1.3DataRank · unranked

48 citations

David C. Montefiori, Adrian B. McDermott, Youyi Fong, Holly Janes, Weiping Deng +43 more

Resistance mutations that distinguish HIV-1 envelopes with discordant VRC01 phenotypes from multi-lineage infections in the HVTN703/HPTN081 trial: implications for cross-resistance

Journal of Virology(2025)10.1128/jvi.01730-24

N/A

0.331DataRank · unranked

7 citations

Bronwen E. Lambson, Nonhlanhla N. Mkhize, Chivonne Moodley, Anna Yssel, Thandeka Moyo-Gwete +16 more

Combining information to estimate adherence in studies of pre‐exposure prophylaxis for HIV prevention: Application to HPTN 067

Statistics in Medicine(2022)10.1002/sim.9321

N/A

0.183DataRank · unranked

2 citations

Brian D. Williamson, Chloe Krakauer, Gordon Chau, B Gutierrez Ortiz, Jon Wakefield +6 more

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

BMC Medical Informatics and Decision Making(2021)10.1186/s12911-021-01688-3

N/A

0DataRank · unranked

137 citations

Brian D. Williamson, Youyi Fong, Sunwoo Han

A General Framework for Inference on Algorithm-Agnostic Variable Importance

Journal of the American Statistical Association(2021)10.1080/01621459.2021.2003200

N/A

0DataRank · unranked

73 citations

Peter B. Gilbert, Noah Simon, Marco Carone, Brian D. Williamson

Super LeArner Prediction of NAb Panels (SLAPNAP): a containerized tool for predicting combination monoclonal broadly neutralizing antibody sensitivity

Bioinformatics(2021)10.1093/bioinformatics/btab398

N/A

0DataRank · unranked

25 citations

Craig A. Magaret, Peter B. Gilbert, Sohail Nizam, Courtney Simmons, David Benkeser +1 more

A multiview model for relative and absolute microbial abundances

Biometrics(2021)10.1111/biom.13503

N/A

0DataRank · unranked

22 citations

James P. Hughes, Amy D. Willis, Brian D. Williamson

Analysis of Neutralizing Antibodies as a Correlate of Instantaneous Risk of Hospitalized Dengue in Placebo Recipients of Dengue Vaccine Efficacy Trials

The Journal of Infectious Diseases(2021)10.1093/infdis/jiab342

N/A

0DataRank · unranked

6 citations

Brian D. Williamson, Zoe Moodie, Lindsay N. Carpp, Laurent Chambonneau, Carlos A. DiazGranados +2 more

Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad241

N/A

0DataRank · unranked

11 citations

Brian D. Williamson, David Cronkite, Daniel Park, Jill M Whitaker, Michael F McLemore +13 more

Application of the SLAPNAP statistical learning tool to broadly neutralizing antibody HIV prevention research

iScience(2023)10.1016/j.isci.2023.107595

N/A

0DataRank · unranked

6 citations

Craig A. Magaret, Shelly Karuna, Lindsay N. Carpp, Huub C. Gelderblom, Yunda Huang +3 more

Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features

Research Square(2023)10.21203/rs.3.rs-2743022/v1

N/A

0DataRank · unranked

0 citations

Li Li, Allan C. deCamp, Morgane Rolland, Michal Juraska, Brian D. Williamson +38 more

Practical considerations for variable screening in the super learner

arXiv (Cornell University)(2023)10.48550/arxiv.2311.03313

N/A

0DataRank · unranked

0 citations

King, Drew, Ying Huang, Brian D. Williamson

Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.14.571616

N/A

0DataRank · unranked

0 citations

Liana Wu, Yunda Huang, Aaron Hudson, Peter B. Gilbert, Brian D. Williamson

Prevention efficacy of the broadly neutralizing antibody VRC01 depends on HIV-1 envelope sequence features

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2308942121

N/A

0DataRank · unranked

21 citations

Hongjun Bai, Allan C. deCamp, Craig A. Magaret, Li Li, Kevin Gillespie +37 more

Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features

Nature Communications(2024)10.1038/s41467-024-46536-w

N/A

0DataRank · unranked

12 citations

Li Li, Allan C. deCamp, Morgane Rolland, Michal Juraska, Brian D. Williamson +45 more

Metabolite Predictors of Breast and Colorectal Cancer Risk in the Women’s Health Initiative

Metabolites(2024)10.3390/metabo14080463

N/A

0DataRank · unranked

6 citations

Brian D. Williamson, Ying Huang, G. A. Nagana Gowda, Daniel Raftery, Lesley F. Tinker +11 more

Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens

PLoS ONE(2024)10.1371/journal.pone.0310042

N/A

0DataRank · unranked

1 citations

Liana Wu, Yunda Huang, Aaron Hudson, Peter B. Gilbert, Brian D. Williamson

Flexible variable selection in the presence of missing data

The International Journal of Biostatistics(2024)10.1515/ijb-2023-0059

N/A

0DataRank · unranked

1 citations

Ying Huang, Brian D. Williamson

Assessing treatment effects in observational data with missing confounders: A comparative study of practical doubly-robust and traditional missing data methods

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15012

N/A

0DataRank · unranked

1 citations

Chloe Krakauer, Eric Johnson, Susan Gruber, Bryan E. Shepherd, Mark van der Laan +11 more

Behavior of prediction performance metrics with rare events

Journal of Clinical Epidemiology(2025)10.1016/j.jclinepi.2025.112046

N/A

0DataRank · unranked

3 citations

R. Yates Coley, Susan M. Shortreed, Brian D. Williamson, Emily Minus

Prevention efficacy of the broadly neutralizing antibody VRC01 depends on HIV-1 envelope sequence features

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2025)10.17615/t225-p023

N/A

0DataRank · unranked

0 citations

Hong Zhao, Lennie Chen, Li Li, Wenjie Deng, Tanmoy Bhattacharya +37 more

Nonparametric variable importance assessment using machine learning techniques

Biometrics(2020)10.1111/biom.13392

N/A

0DataRank · unranked

110 citations

Peter B. Gilbert, Marco Carone, Noah Simon, Brian D. Williamson

Practical Considerations for Variable Screening in the Super Learner

The New England Journal of Statistics in Data Science(2025)10.51387/25-nejsds82

N/A

0DataRank · unranked

0 citations

D. A. King, Ying Huang, Brian D. Williamson

CMV viral load kinetics as surrogate endpoints after allogeneic transplantation

Journal of Clinical Investigation(2020)10.1172/jci133960

N/A

0DataRank · unranked

55 citations

Brian D. Williamson, Bhavesh Borate, Jonathan L. Golob, Chiara Wychera, Terry Stevens‐Ayers +12 more

Rejoinder to “Nonparametric variable importance assessment using machine learning techniques”

Biometrics(2020)10.1111/biom.13389

N/A

0DataRank · unranked

2 citations

Peter B. Gilbert, Marco Carone, Noah Simon, Brian D. Williamson