1 citations · 1 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
stat.ML2026
HyperNSDE: Personalized Neural SDEs for Joint Static-Longitudinal Clinical Data Generation
Perrine Chassat, Agathe Guilloux
Synthetic patient data generation is a promising solution to the dual challenge of data scarcity and privacy constraints in healthcare machine learning. Realistic synthesis of pati…
stat.ML2026
Latent Neural-ODE for Model-Informed Precision Dosing: Overcoming Structural Assumptions in Pharmacokinetics
Benjamin Maurel, Agathe Guilloux, Sarah Zohar +2
Accurate estimation of tacrolimus exposure, quantified by the area under the concentration-time curve (AUC), is essential for precision dosing after renal transplantation. Current…