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Eeg Based Diagnosis Of Alzheimer Disease

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Automated EEG Based Diagnosis of Neurological Disorders

Automated EEG Based Diagnosis of Neurological Disorders Book
Author : Hojjat Adeli,Samanwoy Ghosh-Dastidar
Publisher : CRC Press
Release : 2010-02-09
ISBN : 9781439815328
Language : En, Es, Fr & De

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Book Description :

Based on the authors’ groundbreaking research, Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical markers, the authors present a methodology for epilepsy diagnosis and seizure detection that offers an exceptional accuracy rate of 96 percent. They examine technology that has the potential to impact and transform neurology practice in a significant way. They also include some preliminary results towards EEG-based diagnosis of Alzheimer’s disease. The methodology presented in the book is especially versatile and can be adapted and applied for the diagnosis of other brain disorders. The senior author is currently extending the new technology to diagnosis of ADHD and autism. A second contribution made by the book is its presentation and advancement of Spiking Neural Networks as the seminal foundation of a more realistic and plausible third generation neural network.

EEG Based Diagnosis of Alzheimer Disease

EEG Based Diagnosis of Alzheimer Disease Book
Author : Nilesh Kulkarni,Vinayak Bairagi
Publisher : Academic Press
Release : 2018-04-13
ISBN : 0128153938
Language : En, Es, Fr & De

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Book Description :

EEG-Based Diagnosis of Alzheimer Disease: A Review and Novel Approaches for Feature Extraction and Classification Techniques provides a practical and easy-to-use guide for researchers in EEG signal processing techniques, Alzheimer’s disease, and dementia diagnostics. The book examines different features of EEG signals used to properly diagnose Alzheimer’s Disease early, presenting new and innovative results in the extraction and classification of Alzheimer’s Disease using EEG signals. This book brings together the use of different EEG features, such as linear and nonlinear features, which play a significant role in diagnosing Alzheimer’s Disease. Includes the mathematical models and rigorous analysis of various classifiers and machine learning algorithms from a perspective of clinical deployment Covers the history of EEG signals and their measurement and recording, along with their uses in clinical diagnostics Analyzes spectral, wavelet, complexity and other features of early and efficient Alzheimer’s Disease diagnostics Explores support vector machine-based classification to increase accuracy

EEG Based Experiment Design for Major Depressive Disorder

EEG Based Experiment Design for Major Depressive Disorder Book
Author : Aamir Saeed Malik,Wajid Mumtaz
Publisher : Academic Press
Release : 2019-05-16
ISBN : 0128174218
Language : En, Es, Fr & De

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Book Description :

EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for diagnosis and assessment of treatment efficacy for a variety of conditions. With a unique combination of background and practical perspectives for the use of automated EEG methods for mental illness, it details for readers how to design a successful experiment, providing experiment designs for both clinical and behavioral applications. This book details the EEG-based functional connectivity correlates for several conditions, including depression, anxiety, and epilepsy, along with pathophysiology of depression, underlying neural circuits and detailed options for diagnosis. It is a necessary read for those interested in developing EEG methods for addressing challenges for mental illness and researchers exploring automated methods for diagnosis and objective treatment assessment. Written to assist in neuroscience experiment design using EEG Provides a step-by-step approach for designing clinical experiments using EEG Includes example datasets for affected individuals and healthy controls Lists inclusion and exclusion criteria to help identify experiment subjects Features appendices detailing subjective tests for screening patients Examines applications for personalized treatment decisions

Future Generation Information Technology

Future Generation Information Technology Book
Author : Jung-Hyun Lee,Byeong-Ho Kang,Dominik Ślęzak
Publisher : Springer
Release : 2010-11-26
ISBN : 3642175694
Language : En, Es, Fr & De

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Book Description :

As information technology (IT) becomes specialized and fragmented, it is easy to lose sight that many topics have common threads and because of this, advances in one s- discipline may transmit to another. The presentation of results between different s- disciplines encourages this interchange for the advancement of IT as a whole. This volume comprises the selection of papers presented at the Second International Mega-Conference on Future Generation Information Technology (FGIT 2010), composed of the following 11 international conferences: Advanced Software Engineering and Its Applications (ASEA 2010), Bio-Science and Bio- Technology (BSBT 2010), Control and Automation (CA 2010), Disaster Recovery and Business Continuity (DRBC 2010), Database Theory and Application (DTA 2010), Future Generation Communication and Networking (FGCN 2010), Grid and Distributed Computing (GDC 2010), Multimedia, Computer Graphics and Broadcasting (MulGraB 2010), Security Technology (SecTech 2010), Signal Processing, Image Processing and Pattern Recognition (SIP 2010), as well as u- and e-Service, Science and Technology (UNESST 2010). In total, 1,630 papers were submitted to FGIT 2010 from 30 countries. The submitted papers went through a rigorous reviewing process and 395 papers were accepted. Of these 395 papers, 60 were assigned to this volume. In addition, this volume contains 7 invited papers and abstracts. Of the remaining accepted papers, 269 were distributed among 8 volumes of proceedings published by Springer in the CCIS series. 66 papers were withdrawn due to technical reasons.

The Fractal Geometry of the Brain

The Fractal Geometry of the Brain Book
Author : Antonio Di Ieva
Publisher : Springer
Release : 2016-08-03
ISBN : 1493939955
Language : En, Es, Fr & De

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Book Description :

Reviews the most intriguing applications of fractal analysis in neuroscience with a focus on current and future potential, limits, advantages, and disadvantages. Will bring an understanding of fractals to clinicians and researchers also if they do not have a mathematical background, and will serve as a good tool for teaching the translational applications of computational models to students and scholars of different disciplines. This comprehensive collection is organized in four parts: (1) Basics of fractal analysis; (2) Applications of fractals to the basic neurosciences; (3) Applications of fractals to the clinical neurosciences; (4) Analysis software, modeling and methodology.

Alzheimer s Disease

Alzheimer s Disease Book
Author : Robert Becker
Publisher : CRC Press
Release : 1990-09-19
ISBN : 9780844816593
Language : En, Es, Fr & De

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Book Description :

This book examines the relevance of current research for the early diagnosis of Alzheimer disease. It uncovers the present lack of clinical utility in research methodologies such as neuroimaging, drug challenges, electroencephalographs studies, and brain biopsy.

Clinical Diagnosis and Management of Alzheimer s Disease Third Edition

Clinical Diagnosis and Management of Alzheimer s Disease  Third Edition Book
Author : Serge Gauthier
Publisher : CRC Press
Release : 2006-11-22
ISBN : 9780203931714
Language : En, Es, Fr & De

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Book Description :

The third edition of this successful textbook has been completely updated throughout and includes new chapters on electrophysiological tests, biological markers, global staging measures, and management of neuropsychiatric symptoms. There has been steady progress in our understanding of the natural history, prognostic factors and treatments for Alzheimer’s disease since the previous edition of this textbook was published in 1999. The chapters deal with the full spectrum of populations at risk, persons in prodromal stages, and patients from mild to severe and even terminal stages. The contributors are opinion leaders from North America and Europe, which gives the book an internationally balanced outlook. This new edition will be essential reading for a wide range of clinical neuroscientists who manage patients with this challenging disease.

Alzheimer s Disease and Related Disorders

Alzheimer s Disease and Related Disorders Book
Author : Serge Gauthier,Philip Scheltens,Jeffery Cummings
Publisher : CRC Press
Release : 2005-09-22
ISBN : 0203931742
Language : En, Es, Fr & De

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Book Description :

A progress report on the cutting-edge research into Alzheimer’s Disease and other forms of dementia, this important volume has particular emphasis on topics that are applicable to clinical practice. In this latest instalment, Serge Gauthier, Philip Scheltens and Jeffrey Cummings cover some of the emerging therapies for Alzheimer’s Disease, including: * statins * GAG minetics * immunotherapy * the use of hormonal therapy and atypical anti-psychotic agents in the treatment of other related dementias. Also summarizing current understanding of the pathophysiology of mild cognitive impairment, as well as research into tau pathologies, this is a key addition to literature in the area.

Trends in Alzheimer s Disease Research

Trends in Alzheimer s Disease Research Book
Author : Eileen M. Welsh
Publisher : Nova Publishers
Release : 2006
ISBN : 9781594549380
Language : En, Es, Fr & De

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Book Description :

Dementia is a brain disorder that seriously affects a person's ability to carry out daily activities. The most common form of dementia among older people is Alzheimer's Disease (AD), which involves the parts of the brain that control memory, thought and language. Age is the most important known risk factor for AD. The number of people with the disease doubles every 5 years beyond age 65. AD is a slow disease, starting with mild memory loss and ending with severe brain damage. The course the disease takes and how fast changes occur vary from person to person. On average, AD patients live from 8 to 10 years after they are diagnosed, though the disease can last for as many as 20 years. Current research is aimed at understanding why AD occurs and who is at greatest risk for developing it, improving the accuracy of diagnosis and ability to identify who is at risk, developing, discovering and testing new treatments for behavioural problems in patients with AD. This book gathers state-of-the-art research from leading scientists throughout the world which offers important information on understanding the underlying causes and discovering the most effective treatments for Alzheimer's Disease.

Analysis of the Electrical Activity of the Brain

Analysis of the Electrical Activity of the Brain Book
Author : Franco Angeleri,Stuart Butler,Salvatore Giaquinto,Jerzy Majkowski
Publisher : John Wiley & Son Limited
Release : 1997-03-27
ISBN :
Language : En, Es, Fr & De

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Book Description :

Ever since Galvani?s discovery of the electrical sensitivity of the neuromuscular system in 1791, and the subsequent discovery that the EEG varied systematically with the functional state of the brain, progress in neurophysiology and its clinical application has been dependent upon advances in technology. With the advent of computers, however, technology is no longer the rate-limiting factor. Computer programs are readily available to detect biologically significant signals amid background noise, to characterise the EEG in terms of its spectral composition and dimensionality, and even to calculate its anatomical generators from the topography of surface potentials and their derivatives. Nowadays, therefore, problems tend to be encountered with the utility of the available mathematical algorithms, and the ability of mathematicians and neurophysiologist to share their ideas. Analysis of the Electrical Activity of the Brain aims to provide an accessible introduction to the use of mathematical concepts and algorithms in EEG data analysis and to promote an exchange of ideas between the disciplines of neurophysiology and applied mathematics. Divided into sections covering nonlinear dynamical analysis, spectral analysis, signal detection, and topography and source localisation, the book includes details on all the latest techniques in addition to providing clear and understandable accounts of established methods. Worked examples and case studies are featured to enable clinical neurophysiologists to increase their understanding of methods and to improve their knowledge of everyday techniques. General and experimental neurophysiologists, neurologists and physiologists, together with applied mathematicians, will also find this book to be of interest.

Principles and Practice of Sleep Medicine E Book

Principles and Practice of Sleep Medicine E Book Book
Author : Meir H. Kryger,Thomas Roth,William C. Dement
Publisher : Elsevier Health Sciences
Release : 2010-11-01
ISBN : 1437727735
Language : En, Es, Fr & De

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Book Description :

Principles and Practice of Sleep Medicine, 5th Edition, by Meir H. Kryger, MD, FRCPC, Thomas Roth, PhD, and William C. Dement, MD, PhD, delivers the comprehensive, dependable guidance you need to effectively diagnose and manage even the most challenging sleep disorders. Updates to genetics and circadian rhythms, occupational health, sleep in older people, memory and sleep, physical examination of the patient, comorbid insomnias, and much more keep you current on the newest areas of the field. A greater emphasis on evidence-based approaches helps you make the most well-informed clinical decisions. And, a new more user-friendly, full-color format, both in print and online, lets you find the answers you need more quickly and easily. Whether you are preparing for the new sleep medicine fellowship examination, or simply want to offer your patients today's best care, this is the one resource to use! Make optimal use of the newest scientific discoveries and clinical approaches that are advancing the diagnosis and management of sleep disorders.

Laboratory Tests and Diagnostic Procedures E Book

Laboratory Tests and Diagnostic Procedures   E Book Book
Author : Cynthia C. Chernecky,Barbara J. Berger
Publisher : Elsevier Health Sciences
Release : 2012-10-31
ISBN : 1455745022
Language : En, Es, Fr & De

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Book Description :

Find complete answers to questions such as which laboratory tests to order or what the results might mean. Laboratory Tests and Diagnostic Procedures, 6th Edition covers more tests than any other reference of its kind, with over 900 lab tests and diagnostic procedures in all. In Part I, you'll find an alphabetical list of hundreds of diseases, conditions, and symptoms, including the tests and procedures most commonly used to confirm or rule out a suspected diagnosis. In Part II, you’ll find descriptions of virtually every laboratory and diagnostic test available. This edition is updated with the latest research and over 20 NEW test entries. Written by educator Cynthia Chernecky and clinical nurse specialist Barbara Berger, this lab reference covers today’s lab tests with concise, easy-to-use information. More than 900 laboratory tests and diagnostic procedures are included — more than any other reference! Over 600 diseases, conditions, and symptoms are listed, along with the tests used to confirm them. Alphabetical organization and A-to-Z thumb tabs make it easy to find the information you’re looking for. Alternative test names and acronyms are cross-referenced to simplify lookup. Instructions for client and family teaching help you offer guidance concerning test preparation and follow-up care. Age and gender-specific norms are provided, giving you complete lifespan coverage. Risks and Contraindications are highlighted to help you safeguard your patients and provide effective care. Panic Level Symptoms and Treatment are provided for dangerously increased and decreased levels. Minimum volumes for blood samples are included, useful when a client’s blood preservation is essential, as well as information on whether blood specimens can be drawn during hemodialysis. Tests for toxic substances are included, making this a lab, diagnostic, and toxicology book all in one. Abbreviations, measurement prefixes, and symbols are listed on the front and back covers for convenience. Information on herbal supplements indicates when a client’s use of natural remedies might affect test results. Over 20 NEW test entries present the latest tests and procedures, with a strong focus on affordable, clinically relevant genetic tests. UPDATED content includes the latest research relating to accuracy of tests, diagnostic value of results, and associated cost-benefit ratios.

Down Syndrome and Alzheimer s Disease

Down Syndrome and Alzheimer s Disease Book
Author : Vee P. Prasher
Publisher : Radcliffe Publishing
Release : 2006
ISBN : 9781857756371
Language : En, Es, Fr & De

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Book Description :

Addresses the underlying biological abnormalities of Dementia in Alzheimer's Disease (DAD) in people with Down syndrome. Brings together recent research findings relating to the neuropathology, genetics, blood markers and neurophysiology of Alzheimer's disease in older adults with Down syndrome.

Sleep Disorders Medicine E Book

Sleep Disorders Medicine E Book Book
Author : Sudhansu Chokroverty
Publisher : Elsevier Health Sciences
Release : 2009-09-09
ISBN : 070203908X
Language : En, Es, Fr & De

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Book Description :

Dr. Sudhansu Chokroverty—a world-recognized expert in sleep medicine—presents the third edition of Sleep Disorders Medicine for the latest developments in this rapidly expanding specialty, with coverage of neuroscience and clinical application. In addition to summarizing basic science and important technological aspects of diagnosis and treatment, this edition presents new chapters—on sleep and memory consolidation, neuroimaging, and more—in a color layout that makes it easy to access the latest advances in the field. The text’s manageable size and logical, multi-disciplinary approach make it the right choice for newcomers and experienced clinicians alike. Covers all aspects of sleep medicine in a practical, logical format divided into three sections: the basic science of sleep physiology, neuroanatomy, and biochemistry; the technical methods of recording; and a clinical approach to patients with sleep complaints. Represents the breadth of knowledge across disciplines through the contributions of 50 prominent names in the field of sleep medicine. Provides a multidisciplinary approach to the diagnosis and management of sleep disorders with coverage of related fields such as pulmonology, otolaryngology, and psychiatry. Includes a Glossary of Terms adapted from the American Sleep Disorders Association for quick reference to the sleep terminology used throughout the text. Demonstrates how recent basic science advances affect clinical medicine through new chapters on Sleep Deprivation and Sleepiness; Sleep and Memory Consolidation; Neuroimaging in Sleep and Sleep Disorders; Nutrition and Sleep; Nature and Treatment of Insomnia; Evolution of Sleep from Birth through Adolescence; Sleep-Disordered Breathing in Children and Women’s Sleep. Improves on the clarity and consistency of the text with a new, completely redrawn art program, including full-color illustrations in the clinical section that enhances diagnostic material.

Alzheimer Disease

Alzheimer Disease Book
Author : Robert Becker,Ezio Giacobini
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 1461241162
Language : En, Es, Fr & De

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Book Description :

Psychiatry

Psychiatry Book
Author : Allan Tasman,Jerald Kay,Jeffrey A. Lieberman,Michael B. First,Michelle Riba
Publisher : John Wiley & Sons
Release : 2015-02-05
ISBN : 1118753364
Language : En, Es, Fr & De

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Book Description :

Now in a new Fourth Edition, Psychiatry remains the leading reference on all aspects of the current practice and latest developments in psychiatry. From an international team of recognised expert editors and contributors, Psychiatry provides a truly comprehensive overview of the entire field of psychiatry in 132 chapters across two volumes. It includes two new sections, on psychosomatic medicine and collaborative care, and on emergency psychiatry, and compares Diagnostic and Statistical Manual (DSM-5) and International Classification of Diseases (ICD10) classifications for every psychiatric disorder. Psychiatry, Fourth Edition is an essential reference for psychiatrists in clinical practice and clinical research, residents in training, and for all those involved in the treatment psychiatric disorders. Includes a a companion website at www.tasmanpsychiatry.com featuring PDFs of each chapter and downloadable images