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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, ...
Statistical science 39 (1), 165-191, 2024
1392024
Doubly robust treatment effect estimation with missing attributes
I Mayer, S Wager, T Gauss, JD Moyer, J Josse
432019
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 in …
E Sbidian, J Josse, G Lemaitre, I Meyer, M Bernaux, A Gramfort, ...
MedRxiv, 2020.06. 16.20132597, 2020
402020
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
322022
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), 307, 2022
192022
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
11*2020
CRAN task view: Missing data
J Josse, I Mayer, N Tierney, N Vialaneix
Comprehensive R Archive Network (CRAN), 2024
92024
Cran task view: Causal inference
I Mayer, P Zhao, N Greifer, N Huntington-Klein, J Josse
Comprehensive R Archive Network (CRAN), 2022
72022
Generalizing treatment effects with incomplete covariates: identifying assumptions and multiple imputation algorithms
I Mayer, J Josse, T Group
Biometrical Journal, 2023
5*2023
Protocol for an economic evaluation of a tele-neurologic intervention alongside a stepped wedge randomised controlled trial (NeTKoH)
ASO Gonçalves, I Mayer, RS Schulz, A Flöel, F von Podewils, ...
BMC Health Services Research 23 (1), 1021, 2023
22023
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 Gonçalves, RS Schulz, S Kiel, ...
BMC Health Services Research 23 (1), 756, 2023
22023
Effects of triple therapy on disease burden in patients of GOLD groups C and D: results from the observational COPD cohort COSYCONET
JA Zader, RA Jörres, I Mayer, P Alter, R Bals, H Watz, P Mertsch, KF Rabe, ...
BMC Pulmonary Medicine 24 (1), 103, 2024
12024
Fedeca: A federated external control arm method for causal inference with time-to-event data in distributed settings
JO Terrail, Q Klopfenstein, H Li, I Mayer, N Loiseau, M Hallal, M Debouver, ...
arXiv preprint arXiv:2311.16984, 2023
12023
Causal inference from heterogeneous data with missing data: application to critical care management
I Mayer
Paris, EHESS, 2021
12021
Effect evaluation of outpatient long-term video EEGs for people with seizure disorders–study protocol of the ALVEEG project: a randomized controlled trial in Germany
PS Münchenberg, RS Schulz, K Wainwright, I Mayer, M Holtkamp, ...
BMC Health Services Research 24 (1), 994, 2024
2024
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings
J Ogier du Terrail, Q Klopfenstein, H Li, I Mayer, N Loiseau, M Hallal, ...
arXiv e-prints, arXiv: 2311.16984, 2023
2023
Effects of triple therapy in patients of GOLD group C and D: Results from the observational COPD cohort COSYCONET
J Zader, R Jörres, I Mayer, P Alter, R Bals, H Watz, P Mertsch, K Rabe, ...
Pneumologie 77 (S 01), Po 335, 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
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Articles 1–20