Modelling optimization and control of biomedical systems. (2017)
- Record Type:
- Book
- Title:
- Modelling optimization and control of biomedical systems. (2017)
- Main Title:
- Modelling optimization and control of biomedical systems
- Further Information:
- Note: Edited by Efstratios N. Pistikopoulos, Ioana Naşcu, Eirini Velliou.
- Editors:
- Pistikopoulos, Efstratios N
Naşcu, Ioana
Velliou, Eirini - Contents:
- List of contributors Preface CHAPTER 1 1.1 Mathematical Modelling of Drug Delivery Systems 1.2 Model analysis, parameter estimation and approximation 1.3 Optimisation and control References CHAPTER 2 2.1 Introduction 2.2 Sensitivity Analysis & Model Reduction 2.3. Multi-Parametric Programming and Model Predictive Control 2.4. Estimation techniques 2.5. Explicit Hybrid Control References CHAPTER 3 3.1 Introduction 3.2 Physiologically based patient model 3.3 Model analysis 3.4 Control Design for Volatile Anaesthesia Conclusions Appendix Variable lists References CHAPTER 4 4.1 A Multiparametric Model Based Approach to Intravenous Anaesthesia 4.2 Simultaneous Estimation and Advanced Control 4.3 Hybrid Model Predictive Control Strategies 4.4 Conclusions References CHAPTER 5 5.a Type I Diabetes Mellitus: Modelling, Model Analysis and Optimisation 5.a.1 Introduction: Type 1 Diabetes Mellitus 5.a.2 Modelling the Glucoregulatory System 5.a.3 Physiologically based Compartmental Model 5.a.4 Model Analysis 5.a.5 Simulation Results 5.a.6 Dynamic Optimisation 5.b Type I Diabetes Mellitus: Glucose Regulation 5.b.1 Glucose-Insulin System: Typical Control Problem 5.b.2 Model Predictive Control Framework 5.b.3 Control Design 5.b.4 Simulation Results 5.b.5 Explicit MPC APPENDIX 5. A APPENDIX 5. B APPENDIX 5. C References CHAPTER 6 6.1 Towards a personalised treatment for Leukaemia: From in vivo to in vitro and in silico. 6.2 In vitro block of the integrated platform for the study of leukaemia.List of contributors Preface CHAPTER 1 1.1 Mathematical Modelling of Drug Delivery Systems 1.2 Model analysis, parameter estimation and approximation 1.3 Optimisation and control References CHAPTER 2 2.1 Introduction 2.2 Sensitivity Analysis & Model Reduction 2.3. Multi-Parametric Programming and Model Predictive Control 2.4. Estimation techniques 2.5. Explicit Hybrid Control References CHAPTER 3 3.1 Introduction 3.2 Physiologically based patient model 3.3 Model analysis 3.4 Control Design for Volatile Anaesthesia Conclusions Appendix Variable lists References CHAPTER 4 4.1 A Multiparametric Model Based Approach to Intravenous Anaesthesia 4.2 Simultaneous Estimation and Advanced Control 4.3 Hybrid Model Predictive Control Strategies 4.4 Conclusions References CHAPTER 5 5.a Type I Diabetes Mellitus: Modelling, Model Analysis and Optimisation 5.a.1 Introduction: Type 1 Diabetes Mellitus 5.a.2 Modelling the Glucoregulatory System 5.a.3 Physiologically based Compartmental Model 5.a.4 Model Analysis 5.a.5 Simulation Results 5.a.6 Dynamic Optimisation 5.b Type I Diabetes Mellitus: Glucose Regulation 5.b.1 Glucose-Insulin System: Typical Control Problem 5.b.2 Model Predictive Control Framework 5.b.3 Control Design 5.b.4 Simulation Results 5.b.5 Explicit MPC APPENDIX 5. A APPENDIX 5. B APPENDIX 5. C References CHAPTER 6 6.1 Towards a personalised treatment for Leukaemia: From in vivo to in vitro and in silico. 6.2 In vitro block of the integrated platform for the study of leukaemia. 6.3 In silico block of the integrated platform for the study of leukaemia. 6.4 Bridging the gap between In vitro-In silico. References CHAPTER 7 7.1 Description of biomedical system 7.2 Experimental part 7.3 Cellular Biomarkers for monitoring leukaemia in vitro 7.4 From in vitro to in silico References CHAPTER 8 8.1 Introduction 8.2 Chemotherapy treatment as a process systems application 8.3 Analysis of a patient case study 8.4 Conclusions References Appendix 8.A: Mathematical model Appendix 8.B: Patient Data Index … (more)
- Edition:
- 1st
- Publisher Details:
- Hoboken, New Jersey : John Wiley & Sons, Inc
- Publication Date:
- 2017
- Extent:
- 1 online resource
- Subjects:
- 615.6015196
Drug delivery systems
Drug delivery systems -- Mathematical models
Mathematical optimization - Languages:
- English
- ISBNs:
- 9781118965566
- Related ISBNs:
- 9781118965573
- Notes:
- Note: Description based on CIP data; resource not viewed.
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Physical Locations:
- British Library HMNTS - ELD.DS.214804
- Ingest File:
- 02_260.xml