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CPT: Pharmacometrics & Systems Pharmacology|May 18, 2022
Introduction of an artificial neural network-based method for concentration-time predictionsDominic Stefan Bräm, Neil Parrott, Lucy Hutchinson, et al.CPT: Pharmacometrics & Systems Pharmacology|November 8, 2022
Evaluation of machine learning methods for covariate data imputation in pharmacometricsDominic Stefan Bräm, Uri Nahum, Andrew Atkinson, et al.Journal of Pharmacokinetics and Pharmacodynamics|October 14, 2023
Low-dimensional neural ODEs and their application in pharmacokineticsDominic Stefan Bräm, Uri Nahum, Johannes Schropp, et al.CPT: Pharmacometrics & Systems Pharmacology|September 30, 2022
Model enhanced reinforcement learning to enable precision dosing: A theoretical case study with dosing of propofolBenjamin Ribba, Dominic Stefan Bräm, Paul Gabriel Baverel, et al.CPT: Pharmacometrics & Systems Pharmacology|November 18, 2024
Low-dimensional neural ordinary differential equations accounting for inter-individual variability implemented in Monolix and NONMEMDominic Stefan Bräm, Bernhard Steiert, Marc Pfister, et al.CPT: Pharmacometrics & Systems Pharmacology|June 24, 2026
Automated Pharmacometric Model Development by Leveraging Low-Dimensional Neural ODEs and LASSO RegressionDominic Stefan Bräm, Bernhard Steiert, Britta Steffens, et al.Journal of Clinical Pharmacology|May 16, 2024
Applying Neural ODEs to Derive a Mechanism-Based Model for Characterizing Maturation-Related Serum Creatinine Dynamics in Preterm NewbornsDominic Stefan Bräm, Gilbert Koch, Karel Allegaert, et al.JAMA Network Open|October 28, 2020
National Poison Center Calls Before vs After Availability of High-Dose Acetaminophen (Paracetamol) Tablets in SwitzerlandAdrian Martinez-De la Torre, Stefan Weiler, Dominic Stefan Bräm, et al.Swiss Medical Weekly|April 18, 2024
Pharmacometric in silico studies used to facilitate a national dose standardisation process in neonatology - application to amikacinVerena Gotta, Julia Anna Bielicki, Paolo Paioni, et al.Pageof 1