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Annika Gerken

Fraunhofer Institute for Digital Medicine MEVIS

Bremen

Germany

  • Fraunhofer Institute for Digital Medicine MEVIS

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Scholarly Papers (1)

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MultiNSDE: Treatment-Aware Neural SDEs for Generative Modelingof Real and Counterfactual Patient Trajectories ​

Number of pages: 26 Posted: 11 Jun 2026
Diego Valderrama, India Mähler, Achille Fourtoy, Annika Gerken, Sven Stodtmann and Holger Fröhlich
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fraunhofer Institute for Digital Medicine MEVIS, affiliation not provided to SSRN and Fraunhofer Institute for Algorithms and Scientific Computing SCAI
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Longitudinal clinical trial data, Counterfactual simulation, Synthetic control arms, Neuralstochastic differential equations