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Eeg Based Diagnosis Of Alzheimer Disease

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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

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.

Neurodegenerative Diseases

Neurodegenerative Diseases Book
Author : Nagehan Ersoy Tunalı
Publisher : BoD – Books on Demand
Release : 2021-01-20
ISBN : 1838801499
Language : En, Es, Fr & De

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Book Description :

Neurodegenerative diseases represent a very large group of heterogeneous disorders affecting specific subtypes of neurons in the brain. This book contributes insight both to the awareness of the brain and its neurodegenerative states. The chapters present current knowledge regarding genetics, molecular mechanisms, and new therapeutic strategies against neurodegenerative disorders. The book is intended to serve as a source to aid clinicians and researchers in the field, and also life science readers to increase their understanding and awareness of the clinical correlations, genetic aspects, neuropathological findings, and current therapeutic interventions in neurodegenerative diseases. I believe that this book will enlighten the curiosity for neurodegeneration and also encourage researchers to work on potentially effective molecular therapies for still mysterious neurodegenerative disorders.

Eeg based Diagnosis of Alzheimer Disease

Eeg based Diagnosis of Alzheimer Disease Book
Author : Nilesh Kulkarni,Vinayak Bairagi
Publisher : Academic Press
Release : 2018-05-07
ISBN : 9780128153925
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

Applied Information Processing Systems

Applied Information Processing Systems Book
Author : Brijesh Iyer,Debashis Ghosh,Valentina Emilia Balas
Publisher : Springer Nature
Release : 2021-07-20
ISBN : 9811620083
Language : En, Es, Fr & De

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Book Description :

This book is a collection of selected high-quality research papers presented at the International Conference on Computing in Engineering and Technology (ICCET 2021), organized by Dr. Babasaheb Ambedkar Technological University, Lonere, India, during January 30–31, 2021. Focusing on frontier topics and next-generation technologies, it presents original and innovative research from academics, scientists, students and engineers alike. The theme of the conference is Applied Information Processing System.

Intelligent Computing in Bioinformatics

Intelligent Computing in Bioinformatics Book
Author : De-Shuang Huang,Kyungsook Han,Michael Gromiha
Publisher : Springer
Release : 2014-07-03
ISBN : 3319093304
Language : En, Es, Fr & De

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Book Description :

This book – in conjunction with the volumes LNCS 8588 and LNAI 8589 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 58 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as machine learning; neural networks; image processing; computational systems biology and medical informatics; biomedical informatics theory and methods; advances on bio-inspired computing; protein and gene bioinformatics: analysis, algorithms, applications.

EEG Signal Processing

EEG Signal Processing Book
Author : Saeid Sanei,Jonathon A. Chambers
Publisher : John Wiley & Sons
Release : 2013-05-28
ISBN : 1118691237
Language : En, Es, Fr & De

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Book Description :

Electroencephalograms (EEGs) are becoming increasingly important measurements of brain activity and they have great potential for the diagnosis and treatment of mental and brain diseases and abnormalities. With appropriate interpretation methods they are emerging as a key methodology to satisfy the increasing global demand for more affordable and effective clinical and healthcare services. Developing and understanding advanced signal processing techniques for the analysis of EEG signals is crucial in the area of biomedical research. This book focuses on these techniques, providing expansive coverage of algorithms and tools from the field of digital signal processing. It discusses their applications to medical data, using graphs and topographic images to show simulation results that assess the efficacy of the methods. Additionally, expect to find: explanations of the significance of EEG signal analysis and processing (with examples) and a useful theoretical and mathematical background for the analysis and processing of EEG signals; an exploration of normal and abnormal EEGs, neurological symptoms and diagnostic information, and representations of the EEGs; reviews of theoretical approaches in EEG modelling, such as restoration, enhancement, segmentation, and the removal of different internal and external artefacts from the EEG and ERP (event-related potential) signals; coverage of major abnormalities such as seizure, and mental illnesses such as dementia, schizophrenia, and Alzheimer’s disease, together with their mathematical interpretations from the EEG and ERP signals and sleep phenomenon; descriptions of nonlinear and adaptive digital signal processing techniques for abnormality detection, source localization and brain-computer interfacing using multi-channel EEG data with emphasis on non-invasive techniques, together with future topics for research in the area of EEG signal processing. The information within EEG Signal Processing has the potential to enhance the clinically-related information within EEG signals, thereby aiding physicians and ultimately providing more cost effective, efficient diagnostic tools. It will be beneficial to psychiatrists, neurophysiologists, engineers, and students or researchers in neurosciences. Undergraduate and postgraduate biomedical engineering students and postgraduate epileptology students will also find it a helpful reference.

Early Diagnosis of Alzheimer s Disease

Early Diagnosis of Alzheimer   s Disease Book
Author : Leonard F. M. Scinto,Kirk R. Daffner
Publisher : Springer Science & Business Media
Release : 2000-02-09
ISBN : 1592590055
Language : En, Es, Fr & De

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Book Description :

Drs. Leonard Scinto and Kirk Daffner provide a comprehensive survey of new diagnostic approaches to Alzheimer's disease. The authoritative contributors critically survey the most promising current research on early diagnostic markers for Alzheimer's disease, including the elucidation of changes in the brain revealed by structural and functional neuroimaging, as well as the characteristic patterns of cognitive decline that are documented by sensitive neuropsychological tests, various genetic markers, and biological assays. Early Diagnosis of Alzheimer's Disease illuminates the complex issues surrounding the search for early markers of this increasingly widespread disease. It will establish a new standard reference guide for all those working with Alzheimer's patients.

Handbook of Decision Support Systems for Neurological Disorders

Handbook of Decision Support Systems for Neurological Disorders Book
Author : Hemanth D. Jude
Publisher : Academic Press
Release : 2021-03-30
ISBN : 0128222727
Language : En, Es, Fr & De

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Book Description :

Handbook of Decision Support Systems for Neurological Disorders provides readers with complete coverage of advanced computer-aided diagnosis systems for neurological disorders. While computer-aided decision support systems for different medical imaging modalities are available, this is the first book to solely concentrate on decision support systems for neurological disorders. Due to the increase in the prevalence of diseases such as Alzheimer, Parkinson’s and Dementia, this book will have significant importance in the medical field. Topics discussed include recent computational approaches, different types of neurological disorders, deep convolution neural networks, generative adversarial networks, auto encoders, recurrent neural networks, and modified/hybrid artificial neural networks. Includes applications of computer intelligence and decision support systems for the diagnosis and analysis of a variety of neurological disorders Presents in-depth, technical coverage of computer-aided systems for tumor image classification, Alzheimer’s disease detection, dementia detection using deep belief neural networks, and morphological approaches for stroke detection Covers disease diagnosis for cerebral palsy using auto-encoder approaches, contrast enhancement for performance enhanced diagnosis systems, autism detection using fuzzy logic systems, and autism detection using generative adversarial networks Written by engineers to help engineers, computer scientists, researchers and clinicians understand the technology and applications of decision support systems for neurological disorders

Research Anthology on Diagnosing and Treating Neurocognitive Disorders

Research Anthology on Diagnosing and Treating Neurocognitive Disorders Book
Author : Management Association, Information Resources
Publisher : IGI Global
Release : 2020-08-30
ISBN : 1799834425
Language : En, Es, Fr & De

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Book Description :

Cognitive impairment, through Alzheimer’s disease or other related forms of dementia, is a serious concern for afflicted individuals and their caregivers. Understanding patients’ mental states and combatting social stigmas are important considerations in caring for cognitively impaired individuals. Technology is playing an increasing role in the lives of the elderly. One of the most prevalent developments for the aging population is the use of technological innovations for intervention and treatment of individuals with mental impairments. Research Anthology on Diagnosing and Treating Neurocognitive Disorders examines the treatment, diagnosis, prevention, and therapeutic and technological interventions of neurodegenerative disorders. It also describes programs and strategies that professional and family caregivers can implement to engage and improve the quality of life of persons suffering from cognitive impairment. Highlighting a range of topics such as dementia, subjective wellbeing, and cognitive decline, this publication is an ideal reference source for speech pathologists, social workers, occupational therapists, psychologists, psychiatrists, neurologists, pediatricians, researchers, clinicians, and academicians seeking coverage on neurocognitive disorder identification and strategies for clinician support and therapies.

Advances in Computational Intelligence and Informatics

Advances in Computational Intelligence and Informatics Book
Author : Raghavendra Rao Chillarige,Salvatore Distefano,Sandeep Singh Rawat
Publisher : Springer Nature
Release : 2020-04-29
ISBN : 9811533385
Language : En, Es, Fr & De

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Book Description :

This book is a collection of outstanding papers presented at the 1st International Conference on Advances in Computational Intelligence and Informatics (ICACII 2019), organized by the Department of Computer Science & Engineering, Anurag Group of Institutions (AGI), Hyderabad, on 20–21 December 2019. It includes innovative ideas and new research findings in the field of Computational Intelligence and Informatics that will benefit researchers, scientists, technocrats, academics and engineers alike. The areas covered include high-performance systems, data science and analytics, computational intelligence and expert systems, cloud computing, computer networks and emerging technologies.

Dementia with Lewy Bodies

Dementia with Lewy Bodies Book
Author : John O'Brien,David Ames,Ian McKeith,Edmond Chiu
Publisher : CRC Press
Release : 2005-11-29
ISBN : 113540951X
Language : En, Es, Fr & De

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Book Description :

Filling a noticeable gap in the market for a new text solely focused on Dementia with Lewy Bodies, this book discusses cutting-edge topics covering the condition from diagnosis to management, as well as what is known about the neurobiological changes involved. With huge progress having been made over the last decade in terms of the disorder

Proceedings of the 2nd International Conference on Data Engineering and Communication Technology

Proceedings of the 2nd International Conference on Data Engineering and Communication Technology Book
Author : Anand J. Kulkarni,Suresh Chandra Satapathy,Tai Kang,Ali Husseinzadeh Kashan
Publisher : Springer
Release : 2018-10-03
ISBN : 9811316104
Language : En, Es, Fr & De

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Book Description :

This book features research work presented at the 2nd International Conference on Data Engineering and Communication Technology (ICDECT) held on December 15–16, 2017 at Symbiosis International University, Pune, Maharashtra, India. It discusses advanced, multi-disciplinary research into smart computing, information systems and electronic systems, focusing on innovation paradigms in system knowledge, intelligence and sustainability that can be applied to provide feasible solutions to varied problems in society, the environment and industry. It also addresses the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in a variety of disciplines of computer science and electronics engineering.

Deciphering the biomarkers of Alzheimer s disease

Deciphering the biomarkers of Alzheimer   s disease Book
Author : Yu Chen,Kin Ying Mok,Jie Tu
Publisher : Frontiers Media SA
Release : 2022-02-11
ISBN : 2889743837
Language : En, Es, Fr & De

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Book Description :

Download Deciphering the biomarkers of Alzheimer s disease book written by Yu Chen,Kin Ying Mok,Jie Tu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

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

Novel Biomarkers in Alzheimer rsquo s Disease

Novel Biomarkers in Alzheimer rsquo s Disease Book
Author : Chiara Villa
Publisher : MDPI
Release : 2021-02-05
ISBN : 3039439030
Language : En, Es, Fr & De

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Book Description :

Alzheimer’s disease (AD) represents the most common form of dementia in the elderly population worldwide. AD is characterized by progressive neurodegeneration that leads to a gradual deterioration of memory and other cognitive functions. Given the global prevalence and impact of AD, there is a critical need to establish biomarkers that can be used to detect AD in individuals before the onset of clinical signs and provide mitigating therapeutics. The aim of this Special Issue is to discuss the current knowledge as well as future perspectives on the role of biomarkers in the screening, diagnosis, treatment and follow-up of AD.

Biomarkers for Early Diagnosis of Alzheimer s Disease

Biomarkers for Early Diagnosis of Alzheimer s Disease Book
Author : Daniela Galimberti,Elio Scarpani
Publisher : Nova Science Publishers
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Alzheimer's disease (AD) is characterized by the deposition into the brain of amyloid peptide, which originates a cascade of inflammatory events leading eventually to neuronal death. These pathological events likely occur several years before the clinical manifestation of the disease, implying that potential therapeutical interventions are currently started too late to give beneficial results. Recently, growing attention has been paid to the Mild Cognitive Impairment (MCI), considered the prodromal phase of AD, as 80% of subjects with MCI have been shown to develop AD within 5 years. Several studies aimed to identify biological markers to differentiate between normal aging and incipient AD have been carried out, including cerebrospinal fluid (CSF) analysis and neuroimaging. In particular, the evaluation of CSF Amyloid beta (1-42) levels, together with tau and phospotau, are of help for recognizing early AD. Besides, a number of additional molecules are altered in CSF. Other early modifications have been observed in peripheral cells, such as fibroblasts and leukocytes, as well as in serum from patients. Biomarkers for AD represent important tools supporting the clinical diagnosis and the choice of potential therapeutic options. Moreover, they would be of great help for the selection of cohorts of homogeneous patients for clinical trials with new disease-modifying compounds. This book is aimed to give an update about MCI as prodromal Alzheimer's disease (AD), to discuss the main known pathological mechanisms at the basis of AD and to describe the possible biomarkers to be used for an early diagnosis of the disease.

Alzheimer s Disease and Other Dementias

Alzheimer s Disease and Other Dementias Book
Author : Marc E. Agronin
Publisher : Routledge
Release : 2014-03-14
ISBN : 1135074739
Language : En, Es, Fr & De

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Book Description :

Working with the needs of patients with Alzheimer’s disease can be a major challenge for primary care physicians, psychiatrists, and other mental-health professionals. Alzheimer’s wreaks havoc on the patient, and its degenerative nature can create a protracted period of anguish and anxiety for the patient’s family. Dr. Marc Agronin has put his years of experience as a geriatric psychiatrist to work to create an eminently useful resource for psychiatrists and others who treat patients suffering from Alzheimer’s disease or other dementias. Now in its third edition, Alzheimer's Disease and Other Dementias uses concise and clear language to outline the symptoms, effects and treatments used to combat the progress of Alzheimer’s disease and other dementias likely to be suffered by older patients. Enriched by case studies from his own clinical practice, Dr. Agronin creates a volume full of humanity, insight, and knowledge that is sure to inform and improve the habits and methods of any clinician who deals with Alzheimer’s disease and other forms of dementia.

Understanding Brain Aging

Understanding Brain Aging Book
Author : Hans J. Grabe,Reinhold Schmidt,Stephanie Debette,Mohamad Habes
Publisher : Frontiers Media SA
Release : 2022-01-24
ISBN : 288971151X
Language : En, Es, Fr & De

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Book Description :

Download Understanding Brain Aging book written by Hans J. Grabe,Reinhold Schmidt,Stephanie Debette,Mohamad Habes, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

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.