Biosimulation in Biomedical Research, Health Care and Drug Development PDF Download
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Author: Erik Mosekilde
Publisher: Springer Science & Business Media
ISBN: 3709104181
Category : Medical
Languages : en
Pages : 406
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Book Description
Biosimulation is an approach to biomedical research and the treatment of patients in which computer modeling goes hand in hand with experimental and clinical work. Constructed models are used to interpret experimental results and to accumulate information from experiment to experiment. This book explains the concepts used in the modeling of biological phenomena and goes on to present a series of well-documented models of the regulation of various genetic, cellular and physiological processes. The way how the use of computer models allows optimization of cancer treatment for individual patients is discussed and models of interacting nerve cells that can be used to design new treatments for patients with Parkinson's disease are explained. Furthermore this volume provides an overview on the use of models in industry, and presents the view of regulatory agencies on the topic.
Author: Erik Mosekilde
Publisher: Springer Science & Business Media
ISBN: 3709104181
Category : Medical
Languages : en
Pages : 406
Get Book Here
Book Description
Biosimulation is an approach to biomedical research and the treatment of patients in which computer modeling goes hand in hand with experimental and clinical work. Constructed models are used to interpret experimental results and to accumulate information from experiment to experiment. This book explains the concepts used in the modeling of biological phenomena and goes on to present a series of well-documented models of the regulation of various genetic, cellular and physiological processes. The way how the use of computer models allows optimization of cancer treatment for individual patients is discussed and models of interacting nerve cells that can be used to design new treatments for patients with Parkinson's disease are explained. Furthermore this volume provides an overview on the use of models in industry, and presents the view of regulatory agencies on the topic.
Author: Erik Mosekilde
Publisher: Springer
ISBN: 9783709104194
Category : Medical
Languages : en
Pages : 396
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Book Description
Biosimulation is an approach to biomedical research and the treatment of patients in which computer modeling goes hand in hand with experimental and clinical work. Constructed models are used to interpret experimental results and to accumulate information from experiment to experiment. This book explains the concepts used in the modeling of biological phenomena and goes on to present a series of well-documented models of the regulation of various genetic, cellular and physiological processes. The way how the use of computer models allows optimization of cancer treatment for individual patients is discussed and models of interacting nerve cells that can be used to design new treatments for patients with Parkinson's disease are explained. Furthermore this volume provides an overview on the use of models in industry, and presents the view of regulatory agencies on the topic.
Author: Rubin Wang
Publisher: Springer
ISBN: 981100207X
Category : Medical
Languages : en
Pages : 809
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Book Description
This proceedings contains articles submitted to the fifth International Conference on Cognitive Neurodynamics (ICCN2015). In ICCN2015, twelve invited plenary lectures were presented by the leading scientists in their respective research fields. More than 15 mini-symposiums are organized by specialists with topics covering: motor control and learning, dynamic coding in distributed neural circuits, dynamics of firing patterns and synchronization in neuronal systems, information and signal processing techniques in neurotechnology, neural oscillations and synaptic plasticity in the hippocampus, new perspective on model-based vs. model-free brain process, neural mechanisms of internal switching, neuroinformation computation, neural model and dynamics, imaging human cognitive networks, neuroinformatics, neuroergonomics & neuroengineering, dynamic brain for communication, visual information processing and functional imaging and neural mechanisms of language processing. All articles are peer-reviewed. The ICCN is a series conference held every two years since 2007.
Author: Sergio Canavero
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110412624
Category : Medical
Languages : en
Pages : 294
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Book Description
Developed over the past 25 years, Cortical Brain Stimulation has emerged as a brand new, cutting-edge option for the treatment of intractable neurological and psychiatric disorders. Devoid of the mortality and disabling morbidity that may accompany deep brain stimulation, stimulating the cortex with a minimally invasive surgical approach had initially proved its worth for the treatment of Central and other Neuropathic Pain Syndromes and later for Parkinson Disease, Dystonia, Stroke and Coma rehabilitation, Epilepsy, Depression and Tinnitus. Written by many of the pioneers in the field, this authoritative treatise is a comprehensive presentation - from surgical details, to clinical results and mechanisms of action. It also provides the busy clinician with comparisons with non-invasive cortical stimulation techniques, such as TMS and tDCS. No other book deals with this form of brain stimulation. The clinician will harness the power of this formidable new therapeutic option, which is being further refined with the advent of closed-loop stimulation. Dr Canavero deciphered the genesis of the central pain syndromes, introduced extradural cortical stimulation for Parkinson Disease and the vegetative state and co-introduced extradural cortical stimulation for stroke rehabilitation. He made worldwide news in 2008 for partially restoring consciousness in two vegetative patients, in 2013 for proposing the HEAVEN/GEMINI protocol for human head transplantation and in 2014 for pushing brain stimulation in the setting of criminal psychopathy. His books include: Central Pain Syndrome, Cambridge Univ. Press, 2011 (2nd ed.), Textbook of therapeutic cortical stimulation, Nova Sci, 2009 and two books in Italian on human sexual behavior.
Author: Eleni I. Georga
Publisher: Academic Press
ISBN: 0128051469
Category : Computers
Languages : en
Pages : 253
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Book Description
Personalized Predictive Modeling in Diabetes features state-of-the-art methodologies and algorithmic approaches which have been applied to predictive modeling of glucose concentration, ranging from simple autoregressive models of the CGM time series to multivariate nonlinear regression techniques of machine learning. Developments in the field have been analyzed with respect to: (i) feature set (univariate or multivariate), (ii) regression technique (linear or non-linear), (iii) learning mechanism (batch or sequential), (iv) development and testing procedure and (v) scaling properties. In addition, simulation models of meal-derived glucose absorption and insulin dynamics and kinetics are covered, as an integral part of glucose predictive models. This book will help engineers and clinicians to: select a regression technique which can capture both linear and non-linear dynamics in glucose metabolism in diabetes, and which exhibits good generalization performance under stationary and non-stationary conditions; ensure the scalability of the optimization algorithm (learning mechanism) with respect to the size of the dataset, provided that multiple days of patient monitoring are needed to obtain a reliable predictive model; select a features set which efficiently represents both spatial and temporal dependencies between the input variables and the glucose concentration; select simulation models of subcutaneous insulin absorption and meal absorption; identify an appropriate validation procedure, and identify realistic performance measures. Describes fundamentals of modeling techniques as applied to glucose control Covers model selection process and model validation Offers computer code on a companion website to show implementation of models and algorithms Features the latest developments in the field of diabetes predictive modeling
Author: Vassiliy Tsytsarev
Publisher: Springer Nature
ISBN: 9811568839
Category : Medical
Languages : en
Pages : 203
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Book Description
This book provides an essential overview of the broad range of functional brain imaging techniques, as well as neuroscientific methods suitable for various scientific tasks in fundamental and clinical neuroscience. It also shares information on novel methods in computational neuroscience, mathematical algorithms, image processing, and applications to neuroscience. The mammalian brain is a huge and complex network that consists of billions of neural and glial cells. Decoding how information is represented and processed by this neural network requires the ability to monitor the dynamics of large numbers of neurons at high temporal and spatial resolution over a large part of the brain. Functional brain optical imaging has seen more than thirty years of intensive development. Current light-using methods provide good sensitivity to functional changes through intrinsic contrast and are rapidly exploiting the growing availability of exogenous fluorescence probes. In addition, various types of functional brain optical imaging are now being used to reveal the brain’s microanatomy and physiology.
Author: Wannan Tang
Publisher: Frontiers Media SA
ISBN: 2889761010
Category : Science
Languages : en
Pages : 198
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Book Description
Author: Martin Bertau
Publisher: John Wiley & Sons
ISBN: 3527622683
Category : Medical
Languages : en
Pages : 540
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Book Description
This first comprehensive survey to cover all pharmaceutically relevant topics provides a comprehensive introduction to this novel and revolutionary tool, presenting both concepts and application examples of biosimulated cells, organs and organisms. Following an introduction to the role of biosimulation in drug development, the authors go on to discuss the simulation of cells and tissues, as well as simulating drug action and effect. A further section is devoted to simulating networks and populations, and the whole is rounded off by a look at the potential for biosimulation in industrial drug development and for regulatory decisions. Part of the authors are members of the BioSim Network of Excellence that encompasses more than 40 academic institutions, pharmaceutical companies and regulatory authorities dealing with drug development; other contributors come from industry, resulting in a cross-disciplinary expert reference.
Author: Daniel A. Beard
Publisher: Cambridge University Press
ISBN: 0521768233
Category : Science
Languages : en
Pages : 321
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Book Description
A hands-on guide to devising, designing and analyzing simulations of biophysical processes for applications in biological and biomedical sciences. Practical examples are given throughout, representing real-world case studies of key application areas, and all data and complete codes for simulation and data analysis are provided online.
Author: Kewal K. Jain
Publisher: Humana Press
ISBN: 1493925539
Category : Medical
Languages : en
Pages : 762
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Book Description
Advances in the technology used in personalized medicine and increased applications for clinical use have created a need for this expansion and revision of Kewal K. Jain’s Textbook of Personalized Medicine. As the first definitive work on this topic, this book reviews the fundamentals and development of personalized medicine and subsequent adoptions of the concepts by the biopharmaceutical industry and the medical profession. It also discusses examples of applications in key therapeutic areas, as well as ethical and regulatory issues, providing a concise and comprehensive source of reference for those involved in healthcare management, planning and politics. Algorithms are included as a guide to those involved in the management of important diseases where decision-making is involved due to the multiple choices available. Textbook of Personalized Medicine, Second Edition will serve as a convenient source of information for physicians, scientists, decision makers in the biopharmaceutical and healthcare industries and interested members of the public.
