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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.

A Microprocessor Based EEG Analyzer for Early Diagnosis of Alzheimer s Disease

A Microprocessor Based EEG Analyzer for Early Diagnosis of Alzheimer s Disease Book
Author : Narasimhan Raghavan
Publisher : Unknown
Release : 1983
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download A Microprocessor Based EEG Analyzer for Early Diagnosis of Alzheimer s Disease book written by Narasimhan Raghavan, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Data Fusion Based Optimal EEG Electrode Selection for Early Diagnosis of Alzheimer s Disease

Data Fusion Based Optimal EEG Electrode Selection for Early Diagnosis of Alzheimer s Disease Book
Author : Brian Balut,Rowan University. College of Engineering
Publisher : Unknown
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Data Fusion Based Optimal EEG Electrode Selection for Early Diagnosis of Alzheimer s Disease book written by Brian Balut,Rowan University. College of Engineering, 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

Classification and Diagnosis of Alzheimer Disease

Classification and Diagnosis of Alzheimer Disease Book
Author : Theodore Hovaguimian
Publisher : Unknown
Release : 1989
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Classification and Diagnosis of Alzheimer Disease book written by Theodore Hovaguimian, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Neurophysiology in Alzheimer s Disease and Dementia

Neurophysiology in Alzheimer s Disease and Dementia Book
Author : Davide Vito Moretti
Publisher : Frontiers Media SA
Release : 2016-09-06
ISBN : 2889199304
Language : En, Es, Fr & De

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Book Description :

Alzheimer's disease (AD) and dementia are the most common neurodegenerative disorder. Since the number of individuals with AD and dementia is expected to increase considerably in the near future, reliable treatment and diagnosis are critical. EEG and neurophysiological technique could be used as a cost-effective screening tool for early detection and diagnosis in the Mild Cognitive Impairment (MCI) stage. The aim in neurophysiology research is to develop signal processing methods that improve the specificity for diagnosing dementia; we wish to discover signal features that not only significantly differ in AD patients, but also allow us to reliably separate AD patients and control subjects. This approach is valuable for clinical purposes (as diagnostic tool for dementia), and it also more fundamentally contributes to a better understanding of brain dynamics of MCI patients. Finally, the development of neurophysiological biomarker could be useful in monitoring pharmacological treatments. The main focus of this special issue will be on the most recent developments and ideas in the field of EEG and neurophysiology which will enable us to extract features that improve the specificity for diagnosing AD and dementia.

Early diagnosis of Alzheimer s disease

Early diagnosis of Alzheimer s disease Book
Author : Vesna Jelic
Publisher : Unknown
Release : 1999
ISBN : 9789162834319
Language : En, Es, Fr & De

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Book Description :

Download Early diagnosis of Alzheimer s disease book written by Vesna Jelic, 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.

Clinical Diagnosis and Management of Alzheimer s Disease Second Edition

Clinical Diagnosis and Management of Alzheimer s Disease  Second Edition Book
Author : Serge Gauthier
Publisher : CRC Press
Release : 2000-11-14
ISBN : 9781841840192
Language : En, Es, Fr & De

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Book Description :

Owing to the success of the first edition and the rapid development of new drugs for treating Alzheimer's disease, Serge Gauthier has approached not only his original contributors but a number of leading clinicians and researchers to give their views based on clinical experience and scientific evidence for the treatment of this disease.

Advances in Computing and Data Sciences

Advances in Computing and Data Sciences Book
Author : Mayank Singh,P.K. Gupta,Vipin Tyagi,Jan Flusser,Tuncer Ören,Rekha Kashyap
Publisher : Springer
Release : 2019-07-19
ISBN : 9811399395
Language : En, Es, Fr & De

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Book Description :

This two-volume set (CCIS 1045 and CCIS 1046) constitutes the refereed proceedings of the Third International Conference on Advances in Computing and Data Sciences, ICACDS 2019, held in Ghaziabad, India, in April 2019. The 112 full papers were carefully reviewed and selected from 621 submissions. The papers are centered around topics like advanced computing, data sciences, distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations.

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 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.

Computer Vision ACCV 2014 Workshops

Computer Vision   ACCV 2014 Workshops Book
Author : C.V. Jawahar,Shiguang Shan
Publisher : Springer
Release : 2015-04-11
ISBN : 331916628X
Language : En, Es, Fr & De

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Book Description :

The three-volume set, consisting of LNCS 9008, 9009, and 9010, contains carefully reviewed and selected papers presented at 15 workshops held in conjunction with the 12th Asian Conference on Computer Vision, ACCV 2014, in Singapore, in November 2014. The 153 full papers presented were selected from numerous submissions. LNCS 9008 contains the papers selected for the Workshop on Human Gait and Action Analysis in the Wild, the Second International Workshop on Big Data in 3D Computer Vision, the Workshop on Deep Learning on Visual Data, the Workshop on Scene Understanding for Autonomous Systems and the Workshop on Robust Local Descriptors for Computer Vision. LNCS 9009 contains the papers selected for the Workshop on Emerging Topics on Image Restoration and Enhancement, the First International Workshop on Robust Reading, the Second Workshop on User-Centred Computer Vision, the International Workshop on Video Segmentation in Computer Vision, the Workshop: My Car Has Eyes: Intelligent Vehicle with Vision Technology, the Third Workshop on E-Heritage and the Workshop on Computer Vision for Affective Computing. LNCS 9010 contains the papers selected for the Workshop on Feature and Similarity for Computer Vision, the Third International Workshop on Intelligent Mobile and Egocentric Vision and the Workshop on Human Identification for Surveillance.

Applied Information Processing Systems

Applied Information Processing Systems Book
Author : Anonim
Publisher : Springer Nature
Release : 2021
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 3031, 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.

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.

Niedermeyer s Electroencephalography

Niedermeyer s Electroencephalography Book
Author : Fernando H. Lopes da Silva
Publisher : Oxford University Press
Release : 2018
ISBN : 0190228482
Language : En, Es, Fr & De

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Book Description :

Niedermeyer's Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, Seventh Edition keeps the clinical neurophysiologist on the forefront of medical advancements. This authoritative text covers basic neurophysiology, neuroanatomy, and neuroimaging to provide a better understanding of clinical neurophysiological findings. This edition further delves into current state-of-the-art recording EEG activity both in the normal clinical environment and unique situations such as the intensive care unit, operating rooms, and epilepsy monitoring suites. As computer technology evolves, so does the integration of analytical methods that significantly affect the reader's interpretations of waveforms and trends that are occurring on long-term monitoring sessions. Compiled and edited by Donald L. Schomer and Fernando H. Lopes da Silva, along with a global team of experts, they collectively bring insight to crucial sections including basic principles of EEG and MEG, normal EEG, EEG in a clinical setting, clinical EEG in seizures and epilepsy, complementary and special techniques, event-related EEG phenomena, and shed light on the future of EEG and clinical neurophysiology. Akin to an encyclopedia of everything EEG, this comprehensive work is perfect for neurophysiology fellows, as well as neurology, neurosurgery, and general medical residents, and for the interns and medical students, and is a one-stop-shop for anyone training in EEG or preparing for neurophysiology or epilepsy board exams.

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.

Alzheimer s Disease

Alzheimer s Disease Book
Author : Robert Becker
Publisher : CRC Press
Release : 2020-07-24
ISBN : 1000162850
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.

Trends in Artificial Intelligence PRICAI 2016 Workshops

Trends in Artificial Intelligence  PRICAI 2016 Workshops Book
Author : Masayuki Numao,Thanaruk Theeramunkong,Thepchai Supnithi,Mahasak Ketcham,Narit Hnoohom,Patiyuth Pramkeaw
Publisher : Springer
Release : 2017-06-23
ISBN : 3319606751
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 14th Pacific Rim Collocated PRICAI 2016 Workshops on Artificial Intelligence, held in Phuket, Thailand, in August 2016.The 16 full papers presented in this volume were carefully reviewed and selected from 46 submissions. The are organized around the following topics: e-health mining; image, information and intelligent applications; artificial intelligence for educational applications; artificial intelligence for tourism; emphatic computing;artificial intelligence and applications.