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SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching


May 14, 2022
Scott Gigante, Varsha G. Raghavan, Amanda M. Robinson, Robert A. Barton, Adeeb H. Rahman, Drausin F. Wulsin, Jacques Banchereau, Noam Solomon, Luis F. Voloch, Fabian J. Theis

* Published at the MLDD workshop, ICLR 2022 

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Beyond Predictions in Neural ODEs: Identification and Interventions


Jun 23, 2021
Hananeh Aliee, Fabian J. Theis, Niki Kilbertus


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Conditional out-of-sample generation for unpaired data using trVAE


Oct 30, 2019
Mohammad Lotfollahi, Mohsen Naghipourfar, Fabian J. Theis, F. Alexander Wolf

* Added reference to Johansson et al. (2016) and removed sentences from Lopez et al. (2018) in the background section (see acknowledgements) 

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