Alexander Janssen
9PUBLICATIONS
19CO-AUTHORS
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Publications (9)
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|Jul 04, 2024
Mixed effect estimation in deep compartment models: Variational methods outperform first-order approximations.Alexander Janssen, Frank C Bennis, Marjon H Cnossen
|Mar 27, 2024
On inductive biases for the robust and interpretable prediction of drug concentrations using deep compartment models.Alexander Janssen, Frank C Bennis, Marjon H Cnossen
|Feb 19, 2024
A Generative and Causal Pharmacokinetic Model for Factor VIII in Hemophilia A: A Machine Learning Framework for Continuous Model Refinement.Alexander Janssen, Louk Smalbil, Frank C Bennis
|Dec 15, 2023
Application of SHAP values for inferring the optimal functional form of covariates in pharmacokinetic modeling.Alexander Janssen, Mark Hoogendoorn, Marjon H Cnossen
|Dec 15, 2023
Deep compartment models: A deep learning approach for the reliable prediction of time-series data in pharmacokinetic modeling.Alexander Janssen, Frank W G Leebeek, Marjon H Cnossen
|Sep 23, 2022
Adoption of Machine Learning in Pharmacometrics: An Overview of Recent Implementations and Their Considerations.Alexander Janssen, Frank C Bennis, Ron A A Mathôt
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Frequent Collaborators
2 joint publications
Frank C Bennis
2 joint publications
Marjon H Cnossen
1 joint publications
Ron A A Mathôt
1 joint publications
Elise J Huisman
1 joint publications
Leo van de Watering
1 joint publications
Marieke Kruip
1 joint publications
Ana Victoria Ponce-Bobadilla
1 joint publications
Dominic Bräm
1 joint publications
Ali Farnoud
1 joint publications
Holger Fröhlich
