System Realizations by Mammillary Models with an Application to Propofol Pharmacokinetics
Veronica Beltrami, Luca Consolini, Mattia Laurini, Marco Milanesi, Michele Schiavo, Antonio Visioli

TL;DR
This paper establishes conditions for representing linear systems with mammillary models and demonstrates their application in physiologically interpretable pharmacokinetic modeling of propofol.
Contribution
It provides necessary and sufficient conditions for system realization using mammillary models, linking mathematical models to physiological processes.
Findings
Conditions for mammillary model realizations derived
Application to propofol pharmacokinetics demonstrated
Supports physiologically interpretable system representations
Abstract
This work addresses the problem of linear system realizations by mammillary models, offering necessary and sufficient conditions under which a given transfer function can be represented in this form. While standard identifi cation techniques may yield transfer functions without an explicit connection to underlying physiological processes, com partmental models, particularly mammillary ones, reflect the physiological dynamics of distribution and elimination. This feature is especially relevant in clinical pharmacology, where model parameters must correspond to meaningful biological processes to support interpretability, personalization, and safe drug delivery, such as in total intravenous anesthesia. To conclude, an application to a propofol infusion model illustrates how mammillary realizations can support physiologically inter pretable system representations.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsInnovative Microfluidic and Catalytic Techniques Innovation
