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Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede
1citations -
EPH52 Challenges of Missing Specific Disease Codes: Estimating Incidence and Prevalence of Immunoglobulin A Nephropathy (IgAN) Using Health Insurance Claims Data2024 Value in Health conference-abstract Health Professions Medical Coding and Health Information Open access
Timotheus Stremel, Matthias Roll, Amadeus Gladbach, Isabella Selinger, Thomas Hardt, Helena Himmelhaus, +2 more
0citations -
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access
Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten
22citations -
Analysing and reporting of observational data: a systematic review informing the EULAR points to consider when analysing and reporting comparative effectiveness research with observational data in rheumatology
Kim Lauper, Joanna Kedra, Maarten P. T. de Wit, Bruno Fautrel, Thomas Frisell, Kimme Leanne Hyrich, +12 more
8citations -
Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more
1citations -
Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses2020 BMC Medical Research Methodology article Decision Sciences Meta-analysis and systematic reviews Open access
Marianne Huebner, Werner Vach, Saskia le Cessie, Carsten Oliver Schmidt, Lara Lusa
17citations -
Benchmarking Imputation Methods for Single-Cell RNA Sequencing Data Using Peripheral Blood Mononuclear Cells from Acute Myocardial Infarction Patients0citations
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Data Imputation Methods for Intermittent Renewable Energy Sources: Implications for Energy System Modeling2025 SSRN Electronic Journal preprint Engineering Integrated Energy Systems Optimization Open access
Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten
0citations -
A Platform Ecosystem Providing New Data For The Energy Transition2024 ACM SIGEnergy Energy Informatics Review article Engineering Integrated Energy Systems Optimization Open access
Markus Duchon, Jessy Matar, Mahsa Faraji Shoyari, Alexander Perzylo, Ingmar Kessler, Patrick Buchenberg, +17 more
6citations