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Brian D. Williamson
Brian D. Williamson
Assistant Investigator, Kaiser Permanente Washington Health Research Institute
E-mail confirmado em kp.org - Página inicial
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Immune correlates analysis of the mRNA-1273 COVID-19 vaccine efficacy clinical trial
PB Gilbert, DC Montefiori, AB McDermott, Y Fong, D Benkeser, W Deng, ...
Science 375 (6576), 43-50, 2022
9072022
Antibody Fc effector functions and IgG3 associate with decreased HIV-1 risk
SD Neidich, Y Fong, SS Li, DE Geraghty, BD Williamson, WC Young, ...
Journal of Clinical Investigation 129 (11), 4838-4849, 2019
1002019
Nonparametric variable importance assessment using machine learning techniques
BD Williamson, PB Gilbert, M Carone, N Simon
Biometrics, 2020
862020
A general framework for inference on algorithm-agnostic variable importance
BD Williamson, PB Gilbert, NR Simon, M Carone
Journal of the American Statistical Association, 1-38, 2021
84*2021
Efficient nonparametric statistical inference on population feature importance using Shapley values
B Williamson, J Feng
International Conference on Machine Learning, 10282-10291, 2020
812020
Immune correlates analysis of the ENSEMBLE single Ad26. COV2. S dose vaccine efficacy clinical trial
Y Fong, AB McDermott, D Benkeser, S Roels, DJ Stieh, A Vandebosch, ...
Nature Microbiology 7 (12), 1996-2010, 2022
562022
Immune correlates analysis of the PREVENT-19 COVID-19 vaccine efficacy clinical trial
Y Fong, Y Huang, D Benkeser, LN Carpp, G Áñez, W Woo, A McGarry, ...
Nature Communications 14 (1), 331, 2023
512023
DRUG-NEM: Optimizing drug combinations using single-cell perturbation response to account for intratumoral heterogeneity
B Anchang, KL Davis, HG Fienberg, BD Williamson, SC Bendall, ...
Proceedings of the National Academy of Sciences 115 (18), E4294-E4303, 2018
482018
Improving random forest predictions in small datasets from two-phase sampling designs
S Han, BD Williamson, Y Fong
BMC Medical Informatics and Decision Making 21 (1), 1-9, 2021
432021
CMV viral load kinetics as surrogate endpoints after allogeneic transplantation
ER Duke, BD Williamson, B Borate, JL Golob, C Wychera, ...
The Journal of Clinical Investigation, 2020
412020
Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features
CA Magaret, DC Benkeser, BD Williamson, BR Borate, LN Carpp, ...
PLOS Computational Biology 15 (4), e1006952, 2019
352019
Characteristics of Age-Discordant Partnerships Associated With HIV Risk Among Young South African Women (HPTN 068)
TD Ritchwood, JP Hughes, L Jennings, C MacPhail, B Williamson, A Selin, ...
Journal of Acquired Immune Deficiency Syndromes 72, 423-429, 2016
352016
Adaptive non-inferiority margins under observable non-constancy
B Hanscom, JP Hughes, BD Williamson, D Donnell
Statistical methods in medical research 28 (10-11), 3318-3332, 2019
242019
A multi‐view model for relative and absolute microbial abundances
BD Williamson, JP Hughes, AD Willis
Biometrics, 2019
242019
Comparing antibody assays as correlates of protection against COVID-19 in the COVE mRNA-1273 vaccine efficacy trial
D Benkeser, DC Montefiori, AB McDermott, Y Fong, HE Janes, W Deng, ...
Science translational medicine 15 (692), eade9078, 2023
172023
Nonparametric variable importance using an augmented neural network with multi-task learning
J Feng, B Williamson, N Simon, M Carone
International Conference on Machine Learning, 1496-1505, 2018
152018
Frequency and predictors of estimated HIV transmissions and bacterial STI acquisition among HIV-positive patients in HIV care across three continents
SA Safren, JP Hughes, MJ Mimiaga, AT Moore, RK Friedman, ...
Journal of the International AIDS Society 19, 2016
152016
Immune correlates analysis of a phase 3 trial of the AZD1222 (ChAdOx1 nCoV-19) vaccine
D Benkeser, Y Fong, HE Janes, EJ Kelly, I Hirsch, S Sproule, AM Stanley, ...
npj Vaccines 8 (1), 36, 2023
142023
Super LeArner Prediction of NAb Panels (SLAPNAP): A Containerized Tool for Predicting Combination Monoclonal Broadly Neu-tralizing Antibody Sensitivity
BD Williamson, CA Magaret, PB Gilbert, S Nizam, C Simmons, ...
Bioinformatics, 2021
122021
Covpn covid-19 vaccine efficacy trial immune correlates statistical analysis plan
PB Gilbert, Y Fong, D Benkeser, J Andriesen, B Borate, M Carone, ...
82021
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