Individualized Dosing Dynamics via Neural Eigen Decomposition

Dosing models often use differential equations to model biological dynamics. Neural differential equations in particular can learn to predict the derivative of a process, which permits predictions at irregular points of time. However, this temporal flexibility often comes with a high sensitivity to...

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Veröffentlicht in:	arXiv.org 2023-06
Hauptverfasser:	Stav Belogolovsky, Greenberg, Ido, Eytan, Danny, Mannor, Shie
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Biological models (mathematics) Differential equations Noise levels Noise sensitivity Policies
Online-Zugang:	Volltext
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