Author

Luise Gootjes-Dreesbach

UCB Pharma (United Kingdom)

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Assay:electronic health records· 1 Research Focus:software / tool· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

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Akrishta Sahay· 1 shared Holger FröhlichiD· 1 shared Martin Hofmann‐ApitiusiD· 1 shared Meemansa SoodiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Akrishta Sahay

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1 paper

Recent·Most cited

BioinformaticsFrontiers in Big DataPeer-reviewedMay 28, 2020

Variational Autoencoder Modular Bayesian Networks (VAMBN) for Simulation of Heterogeneous Clinical Study Data

Luise Gootjes-Dreesbach, Meemansa Sood, Akrishta Sahay…·Holger Fröhlich

This paper introduces VAMBN, a variational autoencoder modular Bayesian network for simulating realistic clinical study data while ensuring privacy and enabling counterfactual scenarios.

36 citations

electronic health recordsvariational autoencoder