no code implementations • 17 Nov 2021 • Philipp Wegner, Sebastian Schaaf, Mischa Uebachs, Daniel Domingo-Fernández, Yasamin Salimi, Stephan Gebel, Astghik Sargsyan, Colin Birkenbihl, Stephan Springstubbe, Thomas Klockgether, Juliane Fluck, Martin Hofmann-Apitius, Alpha Tom Kodamullil
The DST combined with this disease-specific data model shows how interoperability between multiple, heterogeneous dementia datasets can be achieved.
1 code implementation • 21 Feb 2022 • Lisa Kühnel, Alexander Schulz, Barbara Hammer, Juliane Fluck
Recent developments in transfer learning have boosted the advancements in natural language processing tasks.
no code implementations • 29 Oct 2022 • Philipp Wegner, Sebastian Schaaf, Mischa Uebachs, Marcus Grobe-Einsler, Thomas Klockgether, Juliane Fluck, Jennifer Faber
The service is deployed and can be tested with a synthetic cohort created based on a large, longitudinal dataset from observational studies in the most common SCAs.
1 code implementation • 12 May 2023 • Lisa Kühnel, Julian Schneider, Ines Perrar, Tim Adams, Fabian Prasser, Ute Nöthlings, Holger Fröhlich, Juliane Fluck
In this study, we use a state-of-the-art synthetic data generation method and perform in-depth quality analyses of the generated data for a specific use case in the field of nutrition.