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Imke Mayer
Imke Mayer
Owkin
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Title
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Cited by
Year
Causal inference methods for combining randomized trials and observational studies: a review
B Colnet, I Mayer, G Chen, A Dieng, R Li, G Varoquaux, JP Vert, J Josse, ...
arXiv preprint arXiv:2011.08047, 2020
662020
Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients iná…
E Sbidian, J Josse, G Lemaitre, I Meyer, M Bernaux, A Gramfort, ...
MedRxiv, 2020.06. 16.20132597, 2020
392020
Doubly robust treatment effect estimation with missing attributes
I Mayer, S Wager, T Gauss, JD Moyer, J Josse
362019
R-miss-tastic: a unified platform for missing values methods and workflows
I Mayer, A Sportisse, J Josse, N Tierney, N Vialaneix
The R Journal 14 (2), 244-266, 2022
202022
Missdeepcausal: Causal inference from incomplete data using deep latent variable models
I Mayer, J Josse, F Raimundo, JP Vert
arXiv preprint arXiv:2002.10837, 2020
10*2020
CRAN task view: Missing data
J Josse, I Mayer, N Tierney, N Vialaneix
Comprehensive R Archive Network (CRAN), 2023
72023
Association between in-ICU red blood cells transfusion and 1-year mortality in ICU survivors
A Blet, JB McNeil, J Josse, B Cholley, R Cinotti, G Cotter, A Dauvergne, ...
Critical Care 26 (1), 1-10, 2022
62022
Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms
I Mayer, J Josse, T Group
Biometrical Journal, 2023
2*2023
Effect evaluation of a tele-neurologic intervention in primary care in a rural area in Germany—the NeTKoH study protocol of a stepped-wedge cluster randomized trial
K Wainwright, I Mayer, AS Oliveira Gonšalves, RS Schulz, S Kiel, ...
BMC Health Services Research 23 (1), 756, 2023
12023
CRAN Task View: Causal Inference
I Mayer, P Zhao, N Greifer, N Huntington-Klein, J Josse
Comprehensive R Archive Network (CRAN), 2022
12022
Causal Inference from Heterogeneous Data with Missing Data: Application to Critical Care Management
I Mayer
Paris, EHESS, 2021
12021
Hydroxychloroquine as pre-exposure prophylaxis for COVID-19 in healthcare workers: a randomized trial (preprint)
R Rajasingham, AS Bangdiwala, MR Nicol, CP Skipper, KA Pastick, ...
12020
Effects of triple therapy in patients of GOLD group C and D: Results from the observational COPD cohort COSYCONET
J Zader, R J÷rres, I Mayer, P Alter, R Bals, H Watz, P Mertsch, K Rabe, ...
Pneumologie 77, S79-S79, 2023
2023
Machine Learning Augmented Causal Inference To Estimate The Treatment Effect of Tranexamic Acid In Traumatic Brain Injury
I Mayer, JD Moyer, A Dreyfus, B Mathieu, PJ Cungi, A Foucrier, A Harrois, ...
2021
Global Optimality of Sparse Dictionary Learning with Applications to Subspace Clustering
I Mayer
Johns Hopkins University, Baltimore, 2018
2018
SUPPLEMENTARY MATERIAL FOR DOUBLY ROBUST TREATMENT EFFECT ESTIMATION WITH INCOMPLETE ATTRIBUTES
I Mayer, S Wager, T Gauss
Estimation double robuste d’effet du traitement avec facteurs confondants incomplets
I Mayer, J Josse, JP Nadal, S Wager, T Gauss, JD Moyer
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Articles 1–17