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Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders, Murugappan


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Цена: 139750.00T
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Автор: Murugappan
Название:  Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders
ISBN: 9783030978440
Издательство: Springer
Классификация:







ISBN-10: 3030978443
Обложка/Формат: Hardback
Страницы: 289
Вес: 0.62 кг.
Дата издания: 02.07.2022
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 1 illustrations, black and white; x, 289 p. 1 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Biomedical signals provide unprecedented insight into abnormal or anomalous neurological conditions. The computer-aided diagnosis (CAD) system plays a key role in detecting neurological abnormalities and improving diagnosis and treatment consistency in medicine. This book covers different aspects of biomedical signals-based systems used in the automatic detection/identification of neurological disorders. Several biomedical signals are introduced and analyzed, including electroencephalogram (EEG), electrocardiogram (ECG), heart rate (HR), magnetoencephalogram (MEG), and electromyogram (EMG). It explains the role of the CAD system in processing biomedical signals and the application to neurological disorder diagnosis. The book provides the basics of biomedical signal processing, optimization methods, and machine learning/deep learning techniques used in designing CAD systems for neurological disorders.
Дополнительное описание: 1. Abnormal EEG detection using time-frequency images and convolutional neural network..- 2. Physical action categorization pertaining to certain neurological disorders using machine learning based signal analysis.- 3. A comparative study on EEG features


Tracing Autism: Uncertainty, Ambiguity, and the Affective Labor of Neuroscience

Автор: Fitzgerald Des
Название: Tracing Autism: Uncertainty, Ambiguity, and the Affective Labor of Neuroscience
ISBN: 0295741910 ISBN-13(EAN): 9780295741918
Издательство: Mare Nostrum (Eurospan)
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Цена: 23410.00 T
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Описание:

In Tracing Autism, Des Fitzgerald offers an up-close account of the search for a neurological explanation of autism. As autism has gained cultural prominence with more diagnoses and more controversy, its biological causes remain elusive.

Through in-depth interviews with neuroscientists, psychologists, and psychiatrists, Fitzgerald examines what it means to do scientific research in the ambiguous terrain of autism research, a field marked by shifting horizons of uncertainty and ambivalence. He draws out how autism scientists talk and feel their way through their research, demonstrating its profoundly affective character, and expanding our understanding of what is at stake in the new brain sciences.


Computer-aided design and diagnosis methods for biomedical applications

Название: Computer-aided design and diagnosis methods for biomedical applications
ISBN: 0367638835 ISBN-13(EAN): 9780367638832
Издательство: Taylor&Francis
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Цена: 137810.00 T
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Описание: Computer-aided design (CAD) plays a key role in improving biomedical systems for various applications. It also helps in the detection, identification, predication, analysis, and classification of diseases, in the management of chronic conditions, and in the delivery of health services. This book discusses the uses of CAD to solve real-world problems and challenges in biomedical systems with the help of appropriate case studies and research simulation results. Aiming to overcome the gap between CAD and biomedical science, it describes behaviors, concepts, fundamentals, principles, case studies, and future directions for research, including the automatic identification of related disorders using CAD. Features:Proposes CAD for the study of biomedical signals to understand physiology and to improve healthcare systems’ ability to diagnose and identify health disorders. Presents concepts of CAD for biomedical modalities in different disorders. Discusses design and simulation examples, issues, and challenges. Illustrates bio-potential signals and their appropriate use in studying different disorders. Includes case studies, practical examples, and research directions. Computer-Aided Design and Diagnosis Methods for Biometrical Applications is aimed at researchers, graduate students in biomedical engineering, image processing, biomedical technology, medical imaging, and health informatics.

Modeling and Analysis of Shape with Applications in Computer-Aided Diagnosis of Breast Cancer

Автор: Guliato Denise, Rangayyan Rangaraj
Название: Modeling and Analysis of Shape with Applications in Computer-Aided Diagnosis of Breast Cancer
ISBN: 1608450325 ISBN-13(EAN): 9781608450329
Издательство: Mare Nostrum (Eurospan)
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Цена: 33440.00 T
Наличие на складе: Нет в наличии.

EEG-Based Diagnosis of Alzheimer Disease

Автор: Kumar, Nilesh
Название: EEG-Based Diagnosis of Alzheimer Disease
ISBN: 012815392X ISBN-13(EAN): 9780128153925
Издательство: Elsevier Science
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Цена: 103250.00 T
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Описание: 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.

Автор: Gasm Elseid, Arwa Ahmed , Mohammed Hamza, Alnazie
Название: Computer-Aided Glaucoma Diagnosis System
ISBN: 0367406268 ISBN-13(EAN): 9780367406264
Издательство: Taylor&Francis
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Цена: 117390.00 T
Наличие на складе: Невозможна поставка.
Описание: Glaucoma is the second leading cause of blindness globally. Early detection and treatment can prevent its progression to avoid total blindness. This book discusses and reviews current approaches for detection and examines new approaches for diagnosis using CAD and machine learning techniques.

Medical Image Analysis and Informatics

Название: Medical Image Analysis and Informatics
ISBN: 0367876280 ISBN-13(EAN): 9780367876289
Издательство: Taylor&Francis
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Цена: 91860.00 T
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Описание: The focus of this work is on the implication and applications of CAD (Computer-Aided-Diagnosis) as it relates via medical image analysis to body parts and disease. It details the range and scope of CAD - from head to toe.

Bioelectrical Signal Processing in Cardiac and Neurological Applications

Автор: Sornmo, Leif
Название: Bioelectrical Signal Processing in Cardiac and Neurological Applications
ISBN: 0124375529 ISBN-13(EAN): 9780124375529
Издательство: Elsevier Science
Рейтинг:
Цена: 112280.00 T
Наличие на складе: Нет в наличии.

Circuits, Signals and Systems for Bioengineers

Автор: Semmlow, John
Название: Circuits, Signals and Systems for Bioengineers
ISBN: 044315886X ISBN-13(EAN): 9780443158865
Издательство: Elsevier Science
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Цена: 112230.00 T
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Circuits, Signals and Systems for Bioengineers

Автор: Semmlow, John
Название: Circuits, Signals and Systems for Bioengineers
ISBN: 0128093951 ISBN-13(EAN): 9780128093955
Издательство: Elsevier Science
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Цена: 106660.00 T
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Описание:

Circuits, Signals and Systems for Bioengineers: A MATLAB-Based Introduction, Third Edition, guides the reader through the electrical engineering principles that can be applied to biological systems. It details the basic engineering concepts that underlie biomedical systems, medical devices, biocontrol and biomedical signal analysis, providing a solid foundation for students in important bioengineering concepts.

Fully revised and updated to better meet the needs of instructors and students, the third edition introduces and develops concepts through computational methods that allow students to explore operations, such as correlations, convolution, the Fourier transform and the transfer function. New chapters have been added on image analysis, noise, stochastic processes and ergodicity, and new medical examples and applications are included throughout the text.


  • Covers current applications in biocontrol, with examples from physiological systems modeling, such as the respiratory system
  • Includes revised material throughout, with improved clarity of presentation and more biological, physiological and medical examples and applications
  • Includes a new chapter on noise, stochastic processes, non-stationary and ergodicity
  • Includes a separate new chapter featuring expanded coverage of image analysis
  • Includes support materials, such as solutions, lecture slides, MATLAB data and functions needed to solve the problems

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques

Автор: Subasi, Abdulhamit
Название: Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques
ISBN: 0128174447 ISBN-13(EAN): 9780128174449
Издательство: Elsevier Science
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Цена: 132500.00 T
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Описание:

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach presents how machine learning and biomedical signal processing methods can be used in biomedical signal analysis. Different machine learning applications in biomedical signal analysis, including those for electrocardiogram, electroencephalogram and electromyogram are described in a practical and comprehensive way, helping readers with limited knowledge. Sections cover biomedical signals and machine learning techniques, biomedical signals, such as electroencephalogram (EEG), electromyogram (EMG) and electrocardiogram (ECG), different signal-processing techniques, signal de-noising, feature extraction and dimension reduction techniques, such as PCA, ICA, KPCA, MSPCA, entropy measures, and other statistical measures, and more.

This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need a cogent resource on the most recent and promising machine learning techniques for biomedical signals analysis.

  • Provides comprehensive knowledge in the application of machine learning tools in biomedical signal analysis for medical diagnostics, brain computer interface and man/machine interaction
  • Explains how to apply machine learning techniques to EEG, ECG and EMG signals
  • Gives basic knowledge on predictive modeling in biomedical time series and advanced knowledge in machine learning for biomedical time series

Molecular aspects of neurodegeneration, neuroprotection, and regeneration in neurological disorders

Автор: Farooqui, Akhlaq A. (research Scientist, Department Of Molecular And Cellular Biochemistry, The Ohio State University, Columbus, Oh, Usa)
Название: Molecular aspects of neurodegeneration, neuroprotection, and regeneration in neurological disorders
ISBN: 0128217111 ISBN-13(EAN): 9780128217115
Издательство: Elsevier Science
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Цена: 132500.00 T
Наличие на складе: Нет в наличии.
Описание: Letter Jam is a 2-6 player cooperative word game where players assist each other in composing meaningful words from letters around the table. The trick is holding the letter card so that it`s only visible to other players and not to you.At the start of the game, each player receives a set of face-down letter cards that can be arranged to form an existing word. The setup can be prepared by using a special card scanning app, or by players selecting words for each other. Each player then puts their first card in their stand facing the other players without looking at it, and the game begins.The game is played in turns. Each turn, players simultaneously search other players` letters to see what words they can spell out (telling the others the length of the word they can make up). The player who offers the longest word can then be chosen as the clue giver.The clue giver spells out their clue by putting numbered tokens in front of the other players. Number one goes to the player whose letter comes first in the clue, number two to the second letter etc. They can always use a wild card which can be any letter, but they cannot tell others which letter it represents.Each player with a numbered token (or tokens) in front of them then tries to figure out what their letter is. If they do, they place the card face down before revealing the next letter. At the end of the game, players can then rearrange the cards to try to form an existing word. All players then reveal their cards to see if they were successful or not. The more players who have an existing word in front of them, the bigger their common success.

Handbook of Decision Support Systems for Neurological Disorders

Автор: Jude Hemanth D.
Название: Handbook of Decision Support Systems for Neurological Disorders
ISBN: 0128222719 ISBN-13(EAN): 9780128222713
Издательство: Elsevier Science
Рейтинг:
Цена: 145970.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 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.


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