FedECA: federated external control arms for causal inference with time-to-event data in distributed settings
Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer et autres
5 citationsNature Communications
Imke Mayer
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29Publications signalées
360Citations signalées
3Affiliations récentes
Institutions déclarées
Domaines associés
Advanced Causal Inference TechniquesStatistical Methods and Bayesian InferenceStatistical Methods and InferenceTheoretical and Computational PhysicsStochastic processes and statistical mechanics
Publications récentes
Abstract 3654: Comparative efficacy of FOLFIRINOX versus gemcitabine plus nab-paclitaxel in metastatic pancreatic cancer: computing IPTW estimator while limiting patient data exposure with federated learning across 3 institutions
Quentin Klopfenstein, Jean Ogier du Terrail, Honghao Li, Imke Mayer et autres
0 citationsCancer Research
Study protocol for the health economic evaluation of outpatient long-term video EEGs for people with seizure disorders alongside the ALVEEG study – a randomized controlled equivalence trial
Ricarda Sophia Schulz, Pauline Sarah Münchenberg, Alice Charlotte Dorison, Hans-Aloys Wischmann et autres
0 citationsBMC Health Services Research
Treatment Effect Estimation in Causal Survival Analysis: Practical Recommendations
Charlotte Voinot, Clément Berenfeld, Imke Mayer, Bernard Sébastien et autres
2 citationsarXiv (Cornell University)
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings
Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer et autres
0 citationsResearch Square
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
Pauline Sarah Münchenberg, Ricarda Sophia Schulz, Kerstin Wainwright, Imke Mayer et autres
6 citationsBMC Health Services Research
Effects of triple therapy on disease burden in patients of GOLD groups C and D: results from the observational COPD cohort COSYCONET
Jennifer A. Zader, Rudolf A. Jörres, Imke Mayer, Peter Alter et autres
2 citationsBMC Pulmonary Medicine
Causal Inference Methods for Combining Randomized Trials and Observational Studies: A Review
Bénédicte Colnet, Imke Mayer, Guanhua Chen, Awa Dieng et autres
40 citationsStatistical Science
FedECA: Federated External Control Arms for Causal Inference with Time-To-Event Data in Distributed Settings
Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer et autres
1 citationarXiv (Cornell University)
Protocol for an economic evaluation of a tele-neurologic intervention alongside a stepped wedge randomised controlled trial (NeTKoH)
Ana Sofia Oliveira Gonçalves, Imke Mayer, Ricarda Sophia Schulz, Agnes Flöel et autres
1 citationBMC Health Services Research
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
Kerstin Wainwright, Imke Mayer, Ana Sofia Oliveira Gonçalves, Ricarda S. Schulz et autres
7 citationsBMC Health Services Research
Generalizing treatment effects with incomplete covariates: Identifying assumptions and multiple imputation algorithms
3 citationsBiometrical Journal
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