Modelling optimization and control of biomedical systems
tarafından
 
Pistikopoulos, Efstratios N., editor.

Başlık
Modelling optimization and control of biomedical systems

Yazar
Pistikopoulos, Efstratios N., editor.

ISBN
9781118965566
 
9781118965580
 
9781118965597
 
9781523118397

Fiziksel Tanımlama
1 online resource

Genel Not
Includes index.

İçerik
Framework and Tools / Eirini G Velliou, Ioana Naşcu, Stamatina Zavitsanou, Eleni Pefani, Alexandra Krieger, Michael C Georgiadis, Efstratios N Pistikopoulos -- Draft Computational Tools and Methods / Ioana Naşcu, Richard Oberdieck, Romain Lambert, Pedro Rivotti, Efstratios N Pistikopoulos -- Volatile Anaesthesia / Alexandra Krieger, Ioana Naşcu, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C Georgiadis, Efstratios N Pistikopoulos -- Intravenous Anaesthesia / Ioana Naşcu, Alexandra Krieger, Romain Lambert, Efstratios N Pistikopoulos -- Part A: Type 1 Diabetes Mellitus / Stamatina Zavitsanou, Athanasios Mantalaris, Michael C Georgiadis, Efstratios N Pistikopoulos -- An Integrated Platform for the Study of Leukaemia / Eirini G Velliou, Maria Fuentes-Gari, Ruth Misener, Eleni Pefani, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C Georgiadis, Efstratios N Pistikopoulos -- In vitro Studies / Eirini G Velliou, Eleni Pefani, Susana Brito dos Santos, Maria Fuentes-Gari, Ruth Misener, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C Georgiadis, Efstratios N Pistikopoulos -- In silico Acute Myeloid Leukaemia / Eleni Pefani, Eirini G Velliou, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C Georgiadis, Efstratios N Pistikopoulos.

Özet
Shows the newest developments in the field of multi-parametric model predictive control and optimization and their application for drug delivery systems This book is based on the Modelling, Control and Optimization of Biomedical Systems (MOBILE) project, which was created to derive intelligent computer model-based systems for optimization of biomedical drug delivery systems in the cases of diabetes, anaesthesia, and blood cancer. These systems can ensure reliable and fast calculation of the optimal drug dosage without the need for an online computer—while taking into account the specifics and constraints of the patient model, flexibility to adapt to changing patient characteristics and incorporation of the physician's performance criteria, and maintaining the safety of the patients. Modelling Optimization and Control of Biomedical Systems covers: mathematical modelling of drug delivery systems; model analysis, parameter estimation, and approximation; optimization and control; sensitivity analysis & model reduction; multi-parametric programming and model predictive control; estimation techniques; physiologically-based patient model; control design for volatile anaesthesia; multiparametric model based approach to intravenous anaesthesia; hybrid model predictive control strategies; Type I Diabetes Mellitus; in vitro and in silico block of the integrated platform for the study of leukaemia; chemotherapy treatment as a process systems application; and more. Introduces readers to the Modelling, Control and Optimization of Biomedical Systems (MOBILE) project Presents in detail the theoretical background, computational tools, and methods that are used in all the different biomedical systems Teaches the theory for multi-parametric mixed-integer programming and explicit optimal control of volatile anaesthesia Provides an overview of the framework for modelling, optimization, and control of biomedical systems This book will appeal to students, researchers, and scientists working on the modelling, control, and optimization of biomedical systems and to those involved in cancer treatment, anaesthsia, and drug delivery systems.

Notlar
John Wiley and Sons

Konu Terimleri
Mathematical optimization.
 
Drug delivery systems.
 
Drug Delivery Systems
 
Optimisation mathématique.
 
Systèmes d'administration de médicaments.
 
MEDICAL -- Pharmacology.
 
Mathematical optimization

Yazar Ek Girişi
Pistikopoulos, Efstratios N.,
 
Naşcu, Ioana,
 
Velliou, Eirini G.,

Elektronik Erişim
https://onlinelibrary.wiley.com/doi/book/10.1002/9781118965580


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap593912-1001T57.7 .M625 2018Wiley E-Kitap Koleksiyonu