A control flow prototype for a dose recommending device for chronic myeloid leukemia patients

Détails

ID Serval
serval:BIB_0B7B08FD50EA
Type
Actes de conférence (partie): contribution originale à la littérature scientifique, publiée à l'occasion de conférences scientifiques, dans un ouvrage de compte-rendu (proceedings), ou dans l'édition spéciale d'un journal reconnu (conference proceedings).
Collection
Publications
Titre
A control flow prototype for a dose recommending device for chronic myeloid leukemia patients
Titre de la conférence
4th Workshop on Medical Cyber Physical Systems
Auteur(s)
Simalatsar A., Wenqi Y., Dechao S., Gotta V., Widmer N., De Micheli G.
Adresse
Philadelphia, Pennsylvania, United-States, April 8, 2013
Statut éditorial
Publié
Date de publication
2013
Peer-reviewed
Oui
Langue
anglais
Résumé
In this paper we present a prototype of a control flow for an a posteriori drug dose adaptation for Chronic Myelogenous Leukemia (CML) patients. The control flow is modeled using Timed Automata extended with Tasks (TAT) model. The feedback loop of the control flow includes the decision-making process for drug dose adaptation. This is based on the outputs of the body response model represented by the Support Vector Machine (SVM) algorithm for drug concentration prediction. The decision is further checked for conformity with the dose level rules of a medical guideline. We also have developed an automatic code synthesizer for the icycom platform as an extension of the TIMES tool.
Création de la notice
16/04/2013 17:06
Dernière modification de la notice
20/08/2019 12:33
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