Artificial Intelligence In Neurobiology And Neurologic Diseases

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Early Detection of Neurological Disorders Using Machine Learning Systems

Author : Paul, Sudip
Publisher : IGI Global
ISBN 13 : 1522585680
Total Pages : 392 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Early Detection of Neurological Disorders Using Machine Learning Systems by : Paul, Sudip

Download or read book Early Detection of Neurological Disorders Using Machine Learning Systems written by Paul, Sudip and published by IGI Global. This book was released on 2019-06-28 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.

Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence

Author : Anitha S. Pillai
Publisher : Academic Press
ISBN 13 : 0323886264
Total Pages : 356 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence by : Anitha S. Pillai

Download or read book Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence written by Anitha S. Pillai and published by Academic Press. This book was released on 2022-02-23 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence focuses on how the neurosciences can benefit from advances in AI, especially in areas such as medical image analysis for the improved diagnosis of Alzheimer's disease, early detection of acute neurologic events, prediction of stroke, medical image segmentation for quantitative evaluation of neuroanatomy and vasculature, diagnosis of Alzheimer's Disease, autism spectrum disorder, and other key neurological disorders. Chapters also focus on how AI can help in predicting stroke recovery, and the use of Machine Learning and AI in personalizing stroke rehabilitation therapy. Other sections delve into Epilepsy and the use of Machine Learning techniques to detect epileptogenic lesions on MRIs and how to understand neural networks. - Provides readers with an understanding on the key applications of artificial intelligence and machine learning in the diagnosis and treatment of the most important neurological disorders - Integrates recent advancements of artificial intelligence and machine learning to the evaluation of large amounts of clinical data for the early detection of disorders such as Alzheimer's Disease, autism spectrum disorder, Multiple Sclerosis, headache disorder, Epilepsy, and stroke - Provides readers with illustrative examples of how artificial intelligence can be applied to outcome prediction, neurorehabilitation and clinical exams, including a wide range of case studies in predicting and classifying neurological disorders

Artificial Intelligence in the Age of Neural Networks and Brain Computing

Author : Robert Kozma
Publisher : Academic Press
ISBN 13 : 0323958168
Total Pages : 398 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence in the Age of Neural Networks and Brain Computing by : Robert Kozma

Download or read book Artificial Intelligence in the Age of Neural Networks and Brain Computing written by Robert Kozma and published by Academic Press. This book was released on 2023-10-11 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in the Age of Neural Networks and Brain Computing, Second Edition demonstrates that present disruptive implications and applications of AI is a development of the unique attributes of neural networks, mainly machine learning, distributed architectures, massive parallel processing, black-box inference, intrinsic nonlinearity, and smart autonomous search engines. The book covers the major basic ideas of "brain-like computing" behind AI, provides a framework to deep learning, and launches novel and intriguing paradigms as possible future alternatives. The present success of AI-based commercial products proposed by top industry leaders, such as Google, IBM, Microsoft, Intel, and Amazon, can be interpreted using the perspective presented in this book by viewing the co-existence of a successful synergism among what is referred to as computational intelligence, natural intelligence, brain computing, and neural engineering. The new edition has been updated to include major new advances in the field, including many new chapters. - Developed from the 30th anniversary of the International Neural Network Society (INNS) and the 2017 International Joint Conference on Neural Networks (IJCNN - Authored by top experts, global field pioneers, and researchers working on cutting-edge applications in signal processing, speech recognition, games, adaptive control and decision-making - Edited by high-level academics and researchers in intelligent systems and neural networks - Includes all new chapters, including topics such as Frontiers in Recurrent Neural Network Research; Big Science, Team Science, Open Science for Neuroscience; A Model-Based Approach for Bridging Scales of Cortical Activity; A Cognitive Architecture for Object Recognition in Video; How Brain Architecture Leads to Abstract Thought; Deep Learning-Based Speech Separation and Advances in AI, Neural Networks

Neuroethics

Author : Judy Illes
Publisher : Oxford University Press
ISBN 13 : 0198786832
Total Pages : 693 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Neuroethics by : Judy Illes

Download or read book Neuroethics written by Judy Illes and published by Oxford University Press. This book was released on 2017 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last decade, there have been unparalleled advances in our understanding of brain sciences. In this volume on neuroethics, a distinguished group of contributors from a range of disciplines discuss the ethical implications of this newfound knowledge and set out the many necessary considerations for the future.

Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques

Author : Olivas, Emilio Soria
Publisher : IGI Global
ISBN 13 : 1605667676
Total Pages : 734 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques by : Olivas, Emilio Soria

Download or read book Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques written by Olivas, Emilio Soria and published by IGI Global. This book was released on 2009-08-31 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic algorithms and in their application to real-life problems"--Provided by publisher.

Intelligent Data Analysis

Author : Deepak Gupta
Publisher : John Wiley & Sons
ISBN 13 : 1119544459
Total Pages : 428 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Intelligent Data Analysis by : Deepak Gupta

Download or read book Intelligent Data Analysis written by Deepak Gupta and published by John Wiley & Sons. This book was released on 2020-07-13 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.

Cognitive Plasticity in Neurologic Disorders

Author : Joseph I. Tracy
Publisher : Oxford University Press, USA
ISBN 13 : 0199965242
Total Pages : 433 pages
Book Rating : 4.1/5 (999 download)

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Book Synopsis Cognitive Plasticity in Neurologic Disorders by : Joseph I. Tracy

Download or read book Cognitive Plasticity in Neurologic Disorders written by Joseph I. Tracy and published by Oxford University Press, USA. This book was released on 2014-12-02 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume makes clear that the cognitive and behavioural symptoms of neurologic disorders and syndromes are dynamic and changing. Each chapter describes the neuroplastic processes at work in a particular condition, giving rise to these ongoing cognitive changes.

Artificial Intelligence in Neurobiology and Neurologic Diseases

Author : Wu Qiu
Publisher :
ISBN 13 : 9783725818198
Total Pages : 0 pages
Book Rating : 4.8/5 (181 download)

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Book Synopsis Artificial Intelligence in Neurobiology and Neurologic Diseases by : Wu Qiu

Download or read book Artificial Intelligence in Neurobiology and Neurologic Diseases written by Wu Qiu and published by . This book was released on 2024-08-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Millions of people are affected by neurological disorders. Patients with such conditions have a variety of limitations that impact not just their lives but also the lives of their caregivers. Early detection of the condition can be improved with the help of Artificial Intelligence (AI)-based techniques. AI is having a disruptive and transformative effect on clinical medicine. In the fields of neurology and neurobiology, there has been increasing interest regarding developing models and tools to address the complex patterns of connectivity in brain tissue. Cutting-edge AI-based approaches provide great opportunities for making new discoveries about the brain, improving current preventative and diagnostic models and helping to develop more effective assistive neurotechnologies. This reprint focuses on current AI-driven approaches to clinical neuroscience and an assessment of the associated key methodological and ethical challenges. The fundamentals of AI in neurobiology and neurology, its applications and use in various areas of neurobiology and neurology, as well as the subject of how AI-based algorithms can transform the management of neurological diseases will all be favored. Additionally, research implications, novel methods involving deep learning models, and AI-based neuroimaging using brain scans to detect neurological disease will be highlighted.

Glial Neurobiology

Author : Alexei Verkhratsky
Publisher : John Wiley & Sons
ISBN 13 : 9780470513071
Total Pages : 230 pages
Book Rating : 4.5/5 (13 download)

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Book Synopsis Glial Neurobiology by : Alexei Verkhratsky

Download or read book Glial Neurobiology written by Alexei Verkhratsky and published by John Wiley & Sons. This book was released on 2007-08-20 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This volume is a very valuable and much needed contribution." –Quarterly Review of Biology AT LAST - A comprehensive, accessible textbook on glial neurobiology! Glial cells are the most numerous cells in the human brain but for many years have attracted little scientific attention. Neurophysiologists concentrated their research efforts instead, on neurones and neuronal networks because it was thought that they were the key elements responsible for higher brain function. Recent advances, however, indicate this isn’t exactly the case. Not only are astroglial cells the stem elements from which neurones are born, but they also control the development, functional activity and death of neuronal circuits. These ground-breaking developments have revolutionized our understanding of the human brain and the complex interrelationship of glial and neuronal networks in health and disease. Features of this book: an accessible introduction to glial neurobiology including an overview of glial cell function and its active role in neural processes, brain function and nervous system pathology an exploration of all the major types of glial cells including: the astrocytes, oligodendrocytes and microglia of the ACNS and Schwann cells of the peripheral nervous system; the book also presents a broad overview of glial receptors and ion channels an investigation into the role of glial cells in various types of brain diseases including stroke, neurodegenerative diseases such as Alzheimer's, Parkinson's and Alexander's disease, brain oedema, multiple sclerosis and many more a wealth of illustrations, including unique images from the authors' own libraries of images, describing the main features of glial cells Written by two leading experts in the field, Glial Neurobiology provides a concise, authoritative introduction to glial physiology and pathology for undergraduate/postgraduate neuroscience, biomedical, medical, pharmacy, pharmacology, and neurology, neurosurgery and physiology students. It is also an invaluable resource for researchers in neuroscience, physiology, pharmacology and pharmaceutics.

Application of Biomedical Engineering in Neuroscience

Author : Sudip Paul
Publisher : Springer Nature
ISBN 13 : 9811371423
Total Pages : 483 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Application of Biomedical Engineering in Neuroscience by : Sudip Paul

Download or read book Application of Biomedical Engineering in Neuroscience written by Sudip Paul and published by Springer Nature. This book was released on 2019-11-19 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on interdisciplinary research in the field of biomedical engineering and neuroscience. Biomedical engineering is a vast field, ranging from bioengineering to brain-computer interfaces. The book explores the system-level function and dysfunction of the nervous system from scientific and engineering perspectives. The initial sections introduce readers to the physiology of the brain, and to the biomedical tools needed for diagnostics and effective therapies for various neurodegenerative and regenerative disorders. In turn, the book summarizes the biomedical interventions that are used to understand the neural mechanisms underlying empathy disorders, and reviews recent advances in biomedical engineering for rehabilitation in connection with neurodevelopmental disorders and brain injuries. Lastly, the book discusses innovations in machine learning and artificial intelligence for computer-aided disease diagnosis and treatment, as well as applications of nanotechnology in therapeutic neurology.

Artificial Intelligence in Medical Imaging

Author : Erik R. Ranschaert
Publisher : Springer
ISBN 13 : 3319948784
Total Pages : 369 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence in Medical Imaging by : Erik R. Ranschaert

Download or read book Artificial Intelligence in Medical Imaging written by Erik R. Ranschaert and published by Springer. This book was released on 2019-01-29 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Group Privacy

Author : Linnet Taylor
Publisher : Springer
ISBN 13 : 3319466089
Total Pages : 249 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Group Privacy by : Linnet Taylor

Download or read book Group Privacy written by Linnet Taylor and published by Springer. This book was released on 2016-12-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of the book is to present the latest research on the new challenges of data technologies. It will offer an overview of the social, ethical and legal problems posed by group profiling, big data and predictive analysis and of the different approaches and methods that can be used to address them. In doing so, it will help the reader to gain a better grasp of the ethical and legal conundrums posed by group profiling. The volume first maps the current and emerging uses of new data technologies and clarifies the promises and dangers of group profiling in real life situations. It then balances this with an analysis of how far the current legal paradigm grants group rights to privacy and data protection, and discusses possible routes to addressing these problems. Finally, an afterword gathers the conclusions reached by the different authors and discuss future perspectives on regulating new data technologies.

Brain on Fire

Author : Susannah Cahalan
Publisher : Simon and Schuster
ISBN 13 : 1451621396
Total Pages : 294 pages
Book Rating : 4.4/5 (516 download)

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Book Synopsis Brain on Fire by : Susannah Cahalan

Download or read book Brain on Fire written by Susannah Cahalan and published by Simon and Schuster. This book was released on 2012-11-13 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: NOW A MAJOR MOTION PICTURE STARRING CHLOË GRACE MORETZ A “captivating” (The New York Times Book Review), award-winning memoir and instant New York Times bestseller that goes far beyond its riveting medical mystery, Brain on Fire is a powerful account of one woman’s struggle to recapture her identity. When twenty-four-year-old Susannah Cahalan woke up alone in a hospital room, strapped to her bed and unable to move or speak, she had no memory of how she’d gotten there. Days earlier, she had been on the threshold of a new, adult life: at the beginning of her first serious relationship and a promising career at a major New York newspaper. Now she was labeled as violent, psychotic, a flight risk. What happened? In an “unforgettable” (Elle), “stunningly brave” (NPR), and breathtaking narrative, Susannah tells the astonishing true story of her descent into madness, her family’s inspiring faith in her, and the lifesaving diagnosis that almost didn’t happen. “A fascinating look at the disease that…could have cost this vibrant, vital young woman her life” (People), Brain on Fire is an unforgettable exploration of memory and identity, faith and love, and a profoundly compelling tale of survival and perseverance.

Artificial Intelligence and Soft Computing

Author : Amit Konar
Publisher : CRC Press
ISBN 13 : 1351835629
Total Pages : 653 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Artificial Intelligence and Soft Computing by : Amit Konar

Download or read book Artificial Intelligence and Soft Computing written by Amit Konar and published by CRC Press. This book was released on 2018-10-08 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: With all the material available in the field of artificial intelligence (AI) and soft computing-texts, monographs, and journal articles-there remains a serious gap in the literature. Until now, there has been no comprehensive resource accessible to a broad audience yet containing a depth and breadth of information that enables the reader to fully understand and readily apply AI and soft computing concepts. Artificial Intelligence and Soft Computing fills this gap. It presents both the traditional and the modern aspects of AI and soft computing in a clear, insightful, and highly comprehensive style. It provides an in-depth analysis of mathematical models and algorithms and demonstrates their applications in real world problems. Beginning with the behavioral perspective of "human cognition," the text covers the tools and techniques required for its intelligent realization on machines. The author addresses the classical aspects-search, symbolic logic, planning, and machine learning-in detail and includes the latest research in these areas. He introduces the modern aspects of soft computing from first principles and discusses them in a manner that enables a beginner to grasp the subject. He also covers a number of other leading aspects of AI research, including nonmonotonic and spatio-temporal reasoning, knowledge acquisition, and much more. Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain is unique for its diverse content, clear presentation, and overall completeness. It provides a practical, detailed introduction that will prove valuable to computer science practitioners and students as well as to researchers migrating to the subject from other disciplines.

Human Rights, Democracy, and Legitimacy in a World of Disorder

Author : Silja Voeneky
Publisher : Cambridge University Press
ISBN 13 : 110842094X
Total Pages : 317 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Human Rights, Democracy, and Legitimacy in a World of Disorder by : Silja Voeneky

Download or read book Human Rights, Democracy, and Legitimacy in a World of Disorder written by Silja Voeneky and published by Cambridge University Press. This book was released on 2018-10-11 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines a trio of key concepts that help to stabilize states and the international order: human rights, democracy, and legitimacy.

Clinical Neurophysiology of the Vestibular System

Author : Robert William Baloh
Publisher : Oxford University Press, USA
ISBN 13 :
Total Pages : 344 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Clinical Neurophysiology of the Vestibular System by : Robert William Baloh

Download or read book Clinical Neurophysiology of the Vestibular System written by Robert William Baloh and published by Oxford University Press, USA. This book was released on 1990 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this well-received text is at least 50% larger than its predecessor, with most of the additional pages devoted to clinical diagnosis and treatment of a wide range of common neuro-otologic disorders. Algorithms and tables guide the practitioner confronted with a patient complaining of dizziness or related symptoms. Newer tests are discussed, and the chapter on the evaluation of hearing has been significantly expanded. The highly praised sections on basic neurophysiology reflect the latest research. This edition features 87 new illustrations including tables, diagnostic charts, and MRI and CT scans.

The Handbook of Brain Theory and Neural Networks

Author : Michael A. Arbib
Publisher : MIT Press
ISBN 13 : 0262011972
Total Pages : 1328 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis The Handbook of Brain Theory and Neural Networks by : Michael A. Arbib

Download or read book The Handbook of Brain Theory and Neural Networks written by Michael A. Arbib and published by MIT Press. This book was released on 2003 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).