Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups
Farhadyar, Kiana, Bonofiglio, Federico, Hackenberg, Maren, Behrens, Max, Zöller, Daniela, Binder, Harald
Published in BMC medical research methodology (09.09.2024)
Published in BMC medical research methodology (09.09.2024)
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Journal Article
Using Differentiable Programming for Flexible Statistical Modeling
Hackenberg, Maren, Grodd, Marlon, Kreutz, Clemens, Fischer, Martina, Esins, Janina, Grabenhenrich, Linus, Karagiannidis, Christian, Binder, Harald
Published in The American statistician (03.07.2022)
Published in The American statistician (03.07.2022)
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Journal Article
Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?
Hackenberg, Maren, Harms, Philipp, Pfaffenlehner, Michelle, Pechmann, Astrid, Kirschner, Janbernd, Schmidt, Thorsten, Binder, Harald
Published in Biometrical journal (01.12.2022)
Published in Biometrical journal (01.12.2022)
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Journal Article
Forecasting models to guide intensive care COVID-19 capacities in Germany
Grodd, Marlon, Refisch, Lukas, Lorenz, Fabian, Fischer, Martina, Lottes, Matthäus, Hackenberg, Maren, Kreutz, Clemens, Grabenhenrich, Linus, Binder, Harald, Wolkewitz, Martin
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (01.03.2023)
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (01.03.2023)
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Journal Article
Prognosemodelle zur Steuerung von intensivmedizinischen COVID-19-Kapazitäten in Deutschland
Grodd, Marlon, Refisch, Lukas, Lorenz, Fabian, Fischer, Martina, Lottes, Matthäus, Hackenberg, Maren, Kreutz, Clemens, Grabenhenrich, Linus, Binder, Harald, Wolkewitz, Martin
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (10.03.2022)
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (10.03.2022)
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Journal Article
Prognosemodelle zur Steuerung von intensivmedizinischen COVID-19-Kapazitäten in Deutschland
Grodd, Marlon, Refisch, Lukas, Lorenz, Fabian, Fischer, Martina, Lottes, Matthäus, Hackenberg, Maren, Kreutz, Clemens, Grabenhenrich, Linus, Binder, Harald, Wolkewitz, Martin
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (01.03.2023)
Published in Medizinische Klinik, Intensivmedizin und Notfallmedizin (01.03.2023)
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Journal Article
Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups
Farhadyar, Kiana, Bonofiglio, Federico, Hackenberg, Maren, Zoeller, Daniela, Binder, Harald
Year of Publication 12.12.2023
Year of Publication 12.12.2023
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Journal Article
A statistical approach to latent dynamic modeling with differential equations
Hackenberg, Maren, Pechmann, Astrid, Kreutz, Clemens, Kirschner, Janbernd, Binder, Harald
Year of Publication 27.11.2023
Year of Publication 27.11.2023
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Journal Article
Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry
Hackenberg, Maren, Pfaffenlehner, Michelle, Behrens, Max, Pechmann, Astrid, Kirschner, Janbernd, Binder, Harald
Year of Publication 01.12.2023
Year of Publication 01.12.2023
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Journal Article
Using Differentiable Programming for Flexible Statistical Modeling
Hackenberg, Maren, Grodd, Marlon, Kreutz, Clemens, Fischer, Martina, Esins, Janina, Grabenhenrich, Linus, Karagiannidis, Christian, Binder, Harald
Year of Publication 07.12.2020
Year of Publication 07.12.2020
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Journal Article
Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?
Hackenberg, Maren, Harms, Philipp, Pfaffenlehner, Michelle, Pechmann, Astrid, Kirschner, Janbernd, Schmidt, Thorsten, Binder, Harald
Year of Publication 01.12.2020
Year of Publication 01.12.2020
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Journal Article