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Willem van den Boom
Willem van den Boom
Senior Research Fellow, National University of Singapore
Verified email at nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries
W van den Boom, RA Schroeder, MW Manning, TL Setji, GO Fiestan, ...
Diabetes care 41 (4), 782-788, 2018
1262018
The search for optimal oxygen saturation targets in critically ill patients: observational data from large ICU databases
W van den Boom, M Hoy, J Sankaran, M Liu, H Chahed, M Feng, KC See
Chest 157 (3), 566-573, 2020
1042020
The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation for Gaussian Graphical Models
W van den Boom, A Beskos, M De Iorio
Journal of Computational and Graphical Statistics, 2022
142022
Trust and Trade-Offs in Sharing Data for Precision Medicine: A National Survey of Singapore
T Lysaght, A Ballantyne, HJ Toh, A Lau, S Ong, O Schaefer, M Shiraishi, ...
Journal of Personalized Medicine 11 (9), 921, 2021
92021
Quantifying uncertainty in variable selection with arbitrary matrices
W van den Boom, D Dunson, G Reeves
2015 IEEE 6th International Workshop on Computational Advances in Multi …, 2015
92015
Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo
W van den Boom, A Jasra, M De Iorio, A Beskos, JG Eriksson
Statistics and Computing 32, 36, 2022
82022
Scalable approximations of marginal posteriors in variable selection
W van den Boom, G Reeves, DB Dunson
arXiv preprint arXiv:1506.06629, 2015
82015
Bayesian clustering of multiple zero-inflated outcomes
B Franzolini, A Cremaschi, W van den Boom, M De Iorio
Philosophical Transactions of the Royal Society A 381 (2247), 20220145, 2023
62023
Bayesian inference on the number of recurrent events: A joint model of recurrence and survival
W van den Boom, M De Iorio, M Tallarita
Statistical Methods in Medical Research 31 (1), 139-153, 2022
5*2022
Bayesian Learning of Graph Substructures
W van den Boom, M De Iorio, A Beskos
Bayesian Analysis, 2022
32022
Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation
W van den Boom, G Reeves, DB Dunson
Biometrika 108 (2), 269-282, 2021
32021
Real-world evidence challenges controlled hypoxemia guidelines for critically ill patients with chronic obstructive pulmonary disease
F Qian, W van den Boom, KC See
Intensive Care Medicine 49 (9), 1133-1135, 2023
22023
Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data
AL Young, W van den Boom, RA Schroeder, V Krishnamoorthy, ...
Plos one 18 (4), e0284904, 2023
22023
Extrema-weighted feature extraction for functional data
W van den Boom, C Mao, RA Schroeder, DB Dunson
Bioinformatics 34 (14), 2457-2464, 2018
22018
The new global definition of acute respiratory distress syndrome: insights from the MIMIC-IV database
F Qian, W van den Boom, KC See
Intensive Care Medicine, 1-2, 2024
12024
On a wider class of prior distributions for graphical models
A Natarajan, W van den Boom, KB Odang, M De Iorio
Journal of Applied Probability, 1-14, 2023
12023
Invoice level forecasting with discrete survival methods for effective forecasting of account receivables in supply chain
S Saini, G Manai, W van den Boom, M De Iorio, F Qian
Discover Analytics 2 (1), 5, 2024
2024
Different oxygenation targets for stable COPD and acute exacerbations in the ICU. Author’s reply
F Qian, W van den Boom, KC See
Intensive Care Medicine 49 (11), 1430-1432, 2023
2023
Graph Sphere: From Nodes to Supernodes in Graphical Models
W van den Boom, M De Iorio, A Beskos, A Jasra
arXiv preprint arXiv:2310.11741, 2023
2023
The Multivariate Bernoulli detector: Change point estimation in discrete survival analysis
W van den Boom, M De Iorio, F Qian, A Guglielmi
arXiv preprint arXiv:2308.10583, 2023
2023
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Articles 1–20