EEG Based Diagnosis of Alzheimer Disease

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

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  • Author : Nilesh Kulkarni
  • Publisher : Academic Press
  • Pages : 110 pages
  • ISBN : 0128153938
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKEEG Based Diagnosis of Alzheimer Disease

EEG-Based Diagnosis of Alzheimer Disease

EEG-Based Diagnosis of Alzheimer Disease
  • Author : Nilesh Kulkarni,Vinayak Bairagi
  • Publisher : Academic Press
  • Release : 13 April 2018
GET THIS BOOKEEG-Based Diagnosis of Alzheimer Disease

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

Intelligent Computing in Bioinformatics

Intelligent Computing in Bioinformatics
  • Author : De-Shuang Huang,Kyungsook Han,Michael Gromiha
  • Publisher : Springer
  • Release : 03 July 2014
GET THIS BOOKIntelligent Computing in Bioinformatics

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.

Neurodegenerative Diseases

Neurodegenerative Diseases
  • Author : Nagehan Ersoy Tunalı
  • Publisher : BoD – Books on Demand
  • Release : 20 January 2021
GET THIS BOOKNeurodegenerative Diseases

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

Applied Information Processing Systems

Applied Information Processing Systems
  • Author : Brijesh Iyer,Debashis Ghosh,Valentina Emilia Balas
  • Publisher : Springer Nature
  • Release : 20 July 2021
GET THIS BOOKApplied Information Processing Systems

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.

Automated EEG-Based Diagnosis of Neurological Disorders

Automated EEG-Based Diagnosis of Neurological Disorders
  • Author : Hojjat Adeli,Samanwoy Ghosh-Dastidar
  • Publisher : CRC Press
  • Release : 09 February 2010
GET THIS BOOKAutomated EEG-Based Diagnosis of Neurological Disorders

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

EEG Signal Processing

EEG Signal Processing
  • Author : Saeid Sanei,Jonathon A. Chambers
  • Publisher : John Wiley & Sons
  • Release : 28 May 2013
GET THIS BOOKEEG Signal Processing

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,

Handbook of Decision Support Systems for Neurological Disorders

Handbook of Decision Support Systems for Neurological Disorders
  • Author : Hemanth D. Jude
  • Publisher : Academic Press
  • Release : 30 March 2021
GET THIS BOOKHandbook of Decision Support Systems for Neurological Disorders

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,

Future Generation Information Technology

Future Generation Information Technology
  • Author : Jung-Hyun Lee,Byeong-Ho Kang,Dominik Ślęzak
  • Publisher : Springer
  • Release : 26 November 2010
GET THIS BOOKFuture Generation Information Technology

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

Advances in Computational Intelligence and Informatics

Advances in Computational Intelligence and Informatics
  • Author : Raghavendra Rao Chillarige,Salvatore Distefano,Sandeep Singh Rawat
  • Publisher : Springer Nature
  • Release : 29 April 2020
GET THIS BOOKAdvances in Computational Intelligence and Informatics

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

Biomarkers in Alzheimer's Disease

Biomarkers in Alzheimer's Disease
  • Author : Tapan Khan
  • Publisher : Academic Press
  • Release : 02 August 2016
GET THIS BOOKBiomarkers in Alzheimer's Disease

Biomarkers in Alzheimer’s Disease provides a comprehensive overview of all modalities of Alzheimer’s disease biomarkers, including neuroimaging, cerebrospinal fluid, genomic, and peripheral systems. Each chapter integrates molecular/cellular abnormality due to Alzheimer’s disease and technological advancement of biomarkers techniques. The book is ideal for clinical neuroscience and molecular/cellular neuroscience researchers, psychiatrists, and allied healthcare practitioners involved in the diagnosis and management of patients with cognitive impairment and Alzheimer’s disease, and for differential diagnosis of Alzheimer’

Advances in Computing and Data Sciences

Advances in Computing and Data Sciences
  • Author : Mayank Singh,P.K. Gupta,Vipin Tyagi,Jan Flusser,Tuncer Ören,Rekha Kashyap
  • Publisher : Springer
  • Release : 19 July 2019
GET THIS BOOKAdvances in Computing and Data Sciences

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.

The Fractal Geometry of the Brain

The Fractal Geometry of the Brain
  • Author : Antonio Di Ieva
  • Publisher : Springer
  • Release : 03 August 2016
GET THIS BOOKThe Fractal Geometry of the Brain

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

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

Proceedings of the 2nd International Conference on Data Engineering and Communication Technology
  • Author : Anand J. Kulkarni,Suresh Chandra Satapathy,Tai Kang,Ali Husseinzadeh Kashan
  • Publisher : Springer
  • Release : 03 October 2018
GET THIS BOOKProceedings of the 2nd International Conference on Data Engineering and Communication Technology

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,