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  4. Generating Safety Guidance for Medical Injection with Three-Compartment Pharmacokinetics Model
 
conference paper

Generating Safety Guidance for Medical Injection with Three-Compartment Pharmacokinetics Model

Yu, Cunxi  
•
Riener, Heinz  
•
Stradolini, Francesca  
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July 11, 2018
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI'18)

Medical cyber-physical systems are a new trend of software controlled physical systems that are increasingly common in medical domains. With rapid developments in medical science and computer technology, safety verification and simulation becomes more challenging. This paper introduces a general model for medical injection systems, which can be used for formal verification, simulation/testing, and computing the Area Under the Curve (AUC) metrics, using Satisfiability Modulo Theories (SMT) over Reals. An algorithm of computing constrained AUC for measuring drug exposure with relative baseline, is presented based on the proof of unsatisfiability. We demonstrate that our model can efficiently solve these problems using the state-of-the-art SMT solver dReal.

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Type
conference paper
DOI
10.1109/ISVLSI.2018.00062
Author(s)
Yu, Cunxi  
Riener, Heinz  
Stradolini, Francesca  
De Micheli, Giovanni  
Date Issued

2018-07-11

Publisher

IEEE

Publisher place

New York

Published in
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Series title/Series vol.

IEEE Computer Society Annual Symposium on VLSI

Start page

299

End page

304

Subjects

satisfiability modulo theories

•

medical cyber-system

•

timed system

•

pharmacodynamics

Note

ERC Cybercare 669354

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LSI1  
Event nameEvent placeEvent date
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI'18)

Hong Kong SAR, China

July 9-11, 2018

Available on Infoscience
June 8, 2018
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/146770
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