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Controlling Blood Glucose Concentration Of Diabetic Patients Using Fuzzy Logic Control
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Book Synopsis Closed-Loop Control of Blood Glucose by : Frederick Chee
Download or read book Closed-Loop Control of Blood Glucose written by Frederick Chee and published by Springer. This book was released on 2007-10-24 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents closed-loop blood glucose control in a simple manner, which includes the hardware and "software" components that make up the control system. It provides examples on how mathematical models are formulated as well as the control algorithms that stem from mathematical exercises. The book also describes the basic physiology of blood glucose regulation during fasting and meal from a functional level.
Book Synopsis Proceedings of the 5th International Conference on Electrical Engineering and Control Applications–Volume 1 by : Salim Ziani
Download or read book Proceedings of the 5th International Conference on Electrical Engineering and Control Applications–Volume 1 written by Salim Ziani and published by Springer Nature. This book was released on with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Control Applications for Biomedical Engineering Systems by : Ahmad Taher Azar
Download or read book Control Applications for Biomedical Engineering Systems written by Ahmad Taher Azar and published by Academic Press. This book was released on 2020-01-22 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control Applications for Biomedical Engineering Systems presents different control engineering and modeling applications in the biomedical field. It is intended for senior undergraduate or graduate students in both control engineering and biomedical engineering programs. For control engineering students, it presents the application of various techniques already learned in theoretical lectures in the biomedical arena. For biomedical engineering students, it presents solutions to various problems in the field using methods commonly used by control engineers. - Points out theoretical and practical issues to biomedical control systems - Brings together solutions developed under different settings with specific attention to the validation of these tools in biomedical settings using real-life datasets and experiments - Presents significant case studies on devices and applications
Book Synopsis Theory and Applications of Non-integer Order Systems by : Artur Babiarz
Download or read book Theory and Applications of Non-integer Order Systems written by Artur Babiarz and published by Springer. This book was released on 2016-09-15 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects papers from the 8th Conference on Non-Integer Order Calculus and Its Applications that have been held on September 20-21, 2016 in Zakopane, Poland. The preceding two conferences were held in Szczecin, Poland in 2015, and in Opole, Poland, in 2014. This conference provides a platform for academic exchange on the theory and application of fractional calculus between domestic and international universities, research institutes, corporate experts and scholars. The Proceedings of the 8th Conference on Non-Integer Order Calculus and Its Applications 2016 brings together rigorously reviewed contributions from leading international experts. The included papers cover novel various important aspects of mathematical foundations of fractional calculus, modeling and control of fractional systems as well as controllability, detectability, observability and stability problems for this systems.
Book Synopsis MACHINE LEARNING APPLICATIONS IN HEALTHCARE by : Bhargavi Posinasetty
Download or read book MACHINE LEARNING APPLICATIONS IN HEALTHCARE written by Bhargavi Posinasetty and published by Xoffencerpublication. This book was released on 2024-04-18 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of healthcare data collection, transmission, processing, storage, and retrieval is called healthcare informatics. This area of study is crucial for preventing sickness, detecting diseases early, diagnosing them early, and treating them early. In the field of healthcare informatics, the sole data that is deemed trustworthy pertains to diseases, patient records, and the computational processes needed to decipher this data. In the past 20 years, traditional medical practices in the US have poured a lot of money on cutting-edge computing and technology infrastructure to help them better serve patients, doctors, and academics. Much effort has gone into improving the quality of medical care that can be delivered using these methods. The driving force behind all of these endeavors was a desire to provide patients with healthcare that was not only affordable and of high quality, but also entirely anxiety-free. Thanks to these initiatives, the value of computational tools for facilitating prescriptions and referrals, establishing and maintaining EHR, and advancing digital medical imaging technology has been increasingly apparent. The installation and administration of electronic health records (EHR) can also be facilitated by these instruments. Clinical trials have demonstrated that computerized physician order entry (CPOE) has the potential to enhance patient care while decreasing medication errors and side effects. By utilizing CPOE, doctors may quickly access relevant patient data without leaving the screen where they are inputting prescriptions. The patient's medical history alerts the treating physician to any potential adverse reactions in advance. Another perk of CPOE is that it lets doctors track their orders as they progress through the system. This provides an additional tool for doctors to assess prescription issues and revise them to remove human error as a potential cause. A logical outgrowth of AI research, machine learning emerged with the field's maturation. Researchers and doctors often turn to machine learning when faced with challenging statistical computations. When people talk about healthcare informatics, they usually imply the study of how to use machine learning in conjunction with healthcare data to find important trends in healthcare. That is why healthcare informatics is all on finding patterns in data so you can learn more. The broad usage of electronic health records (EHRs) has helped bring down the cost of medical treatment by making it easier for hospitals to access and exchange their patients' medical information. Cuts to overhead and elimination of superfluous health exams likely contributed to this price drop. Nevertheless, with the current state of EHR administration, it is difficult to collect and analyze clinical data for trends and patterns across distinct populations. This is because there is now a great deal of uncertainty around the administration of EHR systems. The American Recovery and Reinvestment Act (ARRA) of 20091 and similar programs have made great strides in the direction of standardizing the digitalization of medical records. This makes the possibility of building massive medical databases a real possibility. When data is retrieved from these massive archives, machine learning may be employed to create forecasts and comprehend patterns in other domains. Finding strategies to avoid the computational difficulties that are preventing the distribution, sharing, and standardization of electronic health records (EHRs) is the fundamental objective of research that is being conducted in this area. Because these databases contain sensitive information on patients, the objective is to create openaccess databases that are not just secure but also resistant to a wide variety of cyberthreats. This is because the databases contain sensitive information about individual patients. The regional medical databases that are given below are some samples of some of the most well-known databases in the country: Before these vast data repositories of medical information can be developed, there are a number of obstacles that need to be overcome, as will be illustrated in the following sections; substantial expenditures in research and computer resources are required in order to handle these challenges. In order to resolve these challenges, it is necessary to have a significant amount of money. For instance, in order to integrate newly developed technologies for medical devices and the data that they generate, it will be necessary to manage data structures that are always evolving in order to accommodate these new technologies. It is inevitable that this will occur due to the fact that it will be essential to adapt to the new technology.
Book Synopsis Fuzzy Logic And Soft Computing by : Bernadette Bouchon-meunier
Download or read book Fuzzy Logic And Soft Computing written by Bernadette Bouchon-meunier and published by World Scientific. This book was released on 1995-09-15 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing is a new, emerging discipline rooted in a group of technologies that aim to exploit the tolerance for imprecision and uncertainty in achieving solutions to complex problems. The principal components of soft computing are fuzzy logic, neurocomputing, genetic algorithms and probabilistic reasoning.This volume is a collection of up-to-date articles giving a snapshot of the current state of the field. It covers the whole expanse, from theoretical foundations to applications. The contributors are among the world leaders in the field.
Book Synopsis Control Theory in Biomedical Engineering by : Olfa Boubaker
Download or read book Control Theory in Biomedical Engineering written by Olfa Boubaker and published by Academic Press. This book was released on 2020-06-30 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control Theory in Biomedical Engineering: Applications in Physiology and Medical Robotics highlights the importance of control theory and feedback control in our lives and explains how this theory is central to future medical developments. Control theory is fundamental for understanding feedback paths in physiological systems (endocrine system, immune system, neurological system) and a concept for building artificial organs. The book is suitable for graduate students and researchers in the control engineering and biomedical engineering fields, and medical students and practitioners seeking to enhance their understanding of physiological processes, medical robotics (legs, hands, knees), and controlling artificial devices (pacemakers, insulin injection devices).Control theory profoundly impacts the everyday lives of a large part of the human population including the disabled and the elderly who use assistive and rehabilitation robots for improving the quality of their lives and increasing their independence. - Gives an overview of state-of-the-art control theory in physiology, emphasizing the importance of this theory in the medical field through concrete examples, e.g., endocrine, immune, and neurological systems - Takes a comprehensive look at advances in medical robotics and rehabilitation devices and presents case studies focusing on their feedback control - Presents the significance of control theory in the pervasiveness of medical robots in surgery, exploration, diagnosis, therapy, and rehabilitation
Book Synopsis Recent Advances in Operations Management Applications by : Anish Sachdeva
Download or read book Recent Advances in Operations Management Applications written by Anish Sachdeva and published by Springer Nature. This book was released on 2022-02-28 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the International Conference on Industrial and Manufacturing Systems (CIMS 2020). It presents the current scenarios and future advancements in the domain of industrial engineering under context of optimum value. Various topics covered include optimisation and its applicability in the various areas of industrial engineering like selection of designing parameters and, decisions related to conditions of optimum process/operation parameters, facilities planning and management, transportation and supply chain management, quality engineering, reliability and maintenance, system optimization, product design and development, human factors and ergonomics, project management, service system and service management, waste management, sustainable manufacturing and operations, systems design, lean manufacturing, and performance measurement. This book will be useful for the students, researchers and professionals working in the area of industrial and production engineering.
Book Synopsis Quantitative Systems Pharmacology by : Davide Manca
Download or read book Quantitative Systems Pharmacology written by Davide Manca and published by Elsevier. This book was released on 2018-07-18 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Systems Pharmacology: Models and Model-Based Systems with Applications, Volume 42, provides a quantitative approach to problem-solving that is targeted to engineers. The book gathers the contributions of doctors, pharmacists, biologists, and chemists who give key information on the elements needed to model a complex machine like the human body. It presents information on diagnoses, administration and release of therapeutics, distribution metabolism and excretion of drugs, compartmental pharmacokinetics, physiologically-based pharmacokinetics, pharmacodynamics, identifiability of models, numerical methods for models identification, design of experiments, in vitro and in vivo models, and more. As the pharma community is progressively acknowledging that a quantitative and systematic approach to drug administration, release, pharmacokinetics and pharmacodynamics is highly recommended to understand the mechanisms and effects of drugs, this book is a timely resource. - Outlines a model-based approach (based on Process Systems Engineering-OSE and Computer Aided Process Engineering-CAPE) in quantitative pharmacology - Explains how therapeutics work in the human body and how anatomy and physiology influences drug efficacy - Discusses how drugs are driven to specific targets using nanoparticles - Offers insight into how in vitro and in vivo experiments help understand the drug mechanism of action and optimize their performance - Includes case studies showing the positive outcome of these methods in personalized therapies, therapeutic drug monitoring, clinical trials analysis and drug formulation
Book Synopsis Microelectronics, Electromagnetics and Telecommunications by : Jaume Anguera
Download or read book Microelectronics, Electromagnetics and Telecommunications written by Jaume Anguera and published by Springer. This book was released on 2018-01-25 with total page 892 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume contains 94 best selected research papers presented at the Third International Conference on Micro Electronics, Electromagnetics and Telecommunications (ICMEET 2017) The conference was held during 09-10, September, 2017 at Department of Electronics and Communication Engineering, BVRIT Hyderabad College of Engineering for Women, Hyderabad, Telangana, India. The volume includes original and application based research papers on microelectronics, electromagnetics, telecommunications, wireless communications, signal/speech/video processing and embedded systems.
Author :National Collaborating Centre for Chronic Conditions (Great Britain) Publisher :Royal College of Physicians ISBN 13 :1860162282 Total Pages :187 pages Book Rating :4.8/5 (61 download)
Book Synopsis Type 1 Diabetes in Adults by : National Collaborating Centre for Chronic Conditions (Great Britain)
Download or read book Type 1 Diabetes in Adults written by National Collaborating Centre for Chronic Conditions (Great Britain) and published by Royal College of Physicians. This book was released on 2004 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advances in Artificial Pancreas Systems by : Ali Cinar
Download or read book Advances in Artificial Pancreas Systems written by Ali Cinar and published by Springer. This book was released on 2018-03-01 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief introduces recursive modeling techniques that take account of variations in blood glucose concentration within and between individuals. It describes their use in developing multivariable models in early-warning systems for hypo- and hyperglycemia; these models are more accurate than those solely reliant on glucose and insulin concentrations because they can accommodate other relevant influences like physical activity, stress and sleep. Such factors also contribute to the accuracy of the adaptive control systems present in the artificial pancreas which is the focus of the brief, as their presence is indicated before they have an apparent effect on the glucose concentration and so can be more easily compensated. The adaptive controller is based on generalized predictive control techniques and also includes rules for changing controller parameters or structure based on the values of physiological variables. Simulation studies and clinical studies are reported to illustrate the performance of the techniques presented.
Book Synopsis Machine Learning in Healthcare Informatics by : Sumeet Dua
Download or read book Machine Learning in Healthcare Informatics written by Sumeet Dua and published by Springer Science & Business Media. This book was released on 2013-12-09 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.
Book Synopsis Microelectronic Design of Fuzzy Logic-Based Systems by : Iluminada Baturone
Download or read book Microelectronic Design of Fuzzy Logic-Based Systems written by Iluminada Baturone and published by CRC Press. This book was released on 2018-10-08 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy logic has virtually exploded over the landscape of emerging technologies, becoming an integral part of myriad applications and a standard tool for engineers. Until recently, most of the attention and applications have centered on fuzzy systems implemented in software. But these systems are limited. Problems that require real-time operation, low area, or low power consumption demand hardware designed to the fuzzy paradigm - and engineers with the background and skills to design it. Microelectronic Design of Fuzzy Logic-Based Systems offers low-cost answers to issues that software cannot resolve. From the theoretical, architectural, and technological foundation to design tools and applications, it serves as your guide to effective hardware realizations of fuzzy logic. Review fuzzy logic theory and the basic issues of fuzzy sets, operators, and inference mechanisms Explore the trade-offs between efficient theoretical behavior and practical hardware realizations Discover the properties of the possible microelectronic realizations of fuzzy systems - conventional processors, fuzzy coprocessors, and fuzzy chips Investigate the design of fuzzy chips that implement the whole fuzzy inference method into silicon Analyze analog, digital, and mixed-signal techniques Reduce your design effort for fuzzy systems with CAD tools - learn the requirements they should meet and survey current environments. Put it all together - see examples and case studies illustrating how all of this is used to solve particular problems related to control and neuro-fuzzy applications
Book Synopsis Recent Trends on Type-2 Fuzzy Logic Systems: Theory, Methodology and Applications by : Oscar Castillo
Download or read book Recent Trends on Type-2 Fuzzy Logic Systems: Theory, Methodology and Applications written by Oscar Castillo and published by Springer Nature. This book was released on 2023-03-31 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the introduction, theory, development and applications of type-2 fuzzy logic systems, which represent the current state-of-the-art in various domains such as control applications, power plants, health care, image processing, mathematical applications etc. The book is also rich in discussing different applications in order to give the researchers a flavor of how type-2 fuzzy logic is designed for different types of problems. Type-2 fuzzy logic systems are now used extensively in engineering applications for many purposes. In simple language, this book covers the practical use of type-2 fuzzy logic and its optimization through different training methods. Furthermore, this book maintains the relationship between mathematics and practical implementations in the real world. This book chapter also contains the proper comparisons with available literature work. It shows that the presented enhanced techniques have better results. This book would serve as a handy reference guide for a variety of readers, primarily targeting research scholars, undergraduate and postgraduate researchers and practicing engineers working in Type-2 fuzzy logic systems and their applications.
Book Synopsis Biomedical Applications of Control Engineering by : Selim S. Hacısalihzade
Download or read book Biomedical Applications of Control Engineering written by Selim S. Hacısalihzade and published by Springer. This book was released on 2013-04-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Applications of Control Engineering is a lucidly written textbook for graduate control engineering and biomedical engineering students as well as for medical practitioners who want to get acquainted with quantitative methods. It is based on decades of experience both in control engineering and clinical practice. The book begins by reviewing basic concepts of system theory and the modeling process. It then goes on to discuss control engineering application areas like: Different models for the human operator,dosage and timing optimization in oral drug administration, measuring symptoms of and optimal dopaminergic therapy in Parkinson’s disease, measurement and control of blood glucose levels both naturally and by means of external controllers in diabetes, and control of depth of anaesthesia using inhalational anaesthetic agents like sevoflurane using both fuzzy and state feedback controllers. All chapters include three types of exercises constructed to: Review the concepts discussed in the chapter, allow the reader to apply the newly acquired techniques and subject related facts on simple problems, and indicate directions for open ended theses projects. Appendices on Optimal Control and Fuzzy Control meant as refreshers on those control engineering techniques used throughout the book are also included.
Book Synopsis Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI Approach by : Anirudh Nath
Download or read book Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI Approach written by Anirudh Nath and published by Academic Press. This book was released on 2022-08-13 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI-Based Approach exposes readers to the various existing mathematical models that define the dynamics of glucose-insulin for Type 1 diabetes patients. After providing insights into the mathematical model of patients, the authors discuss the need and emergence of new control techniques that can lead to further development of an artificial pancreas. The book presents various nonlinear control techniques to address the challenges that Type 1 diabetic patients face in maintaining their blood glucose level in the safe range (70-180 mg/dl). The closed-loop solution provided by the artificial pancreas depends mainly on the effectiveness of the control algorithm, which acts as the brain of the system. APS control algorithms require a mathematical model of the gluco-regulatory system of the T1D patients for their design. Since the gluco-regulatory system is inherently nonlinear and largely affected by external disturbances and parametric uncertainty, developing an accurate model is very difficult. Presents control-oriented modeling of the gluco-regulatory system of Type 1 diabetic patients using input-output data Demonstrates the design of a robust insulin delivery mechanism utilizing state estimation information with parametric uncertainties and exogenous disturbance in the framework of Linear Matrix Inequality (LMI) Introduces readers to the relevance and effectiveness of powerful nonlinear controllers for the Artificial Pancreas Provides the first book on LMI-based nonlinear control techniques for the Artificial Pancreas
