Author

Luise Gootjes-Dreesbach

UCB Pharma (United Kingdom)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

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

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Akrishta Sahay

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Luise Gootjes-Dreesbach, Meemansa Sood, Akrishta Sahay, Martin Hofmann‐Apitius, 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.

Frontiers in Big Data · May 28, 2020Peer-reviewedBioinformatics