EEG-Based Diagnosis of Alzheimer Disease

Erscheinungsjahr 2018
ISBN: 978-0-12-815392-5
Verlag: ACADEMIC PRESS

Buch, Englisch, 110 Seiten, Format (B × H): 190 mm x 235 mm, Gewicht: 246 g

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.

Zielgruppe

<p>Biomedical engineers and researchers and engineers in EEG signal processing and allied domains</p>

Autoren/Hrsg.

Kumar, Nilesh

Kulkarni, Nilesh

Bairagi, Vinayak

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Alzheimer und Demenz
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Medizinische Diagnose und Diagnostik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Klinische und Innere Medizin Neurologie, Klinische Neurowissenschaft

Inhaltsverzeichnis

1. Introduction2. Electroencephalogram and Its Use in Clinical Neuroscience3. Role of Different Features in Diagnosis of Alzheimer's Disease4. Use of Complexity-Based Features in the Diagnosis of Alzheimer's Disease5. Classification Algorithms in the Diagnosis of Alzheimer's Disease6. Discussion and Research Challenges

Über Autor(innen)

Bairagi, Vinayak
Dr. Vinayak K. Bairagi, is a recognized PhD guide in Savitribai Phule Pune University. He is working as Professor at Department of E electronics and Telecommunication Engg. and actively working as Chairman, IEEE Signal Processing Society Pune Chapter. He has teaching experience of 14 years and research experience of 10 years. He has filed 12 patents and 5 copyrights in technical field. He has published more than 70 papers. He has received IEI national level Young Engineer Award (2014) and ISTE national level Young Researcher Award (2015) for his excellence in the field of engineering. He also has 5 books and 6 book chapters on his credits. His area of interest is Biomedical Signal Processing and Brain Imaging.