Multifractals and Chronic Diseases of the Central Nervous System

Author:   Dipak Ghosh ,  Shukla Samanta ,  Sayantan Chakraborty
Publisher:   Springer Verlag, Singapore
Edition:   1st ed. 2019
ISBN:  

9789811335518


Pages:   182
Publication Date:   05 February 2019
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Multifractals and Chronic Diseases of the Central Nervous System


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Author:   Dipak Ghosh ,  Shukla Samanta ,  Sayantan Chakraborty
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2019
Weight:   0.545kg
ISBN:  

9789811335518


ISBN 10:   9811335516
Pages:   182
Publication Date:   05 February 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1_Introduction.- Chapter 1.1.Central Nervous System and its Disorders.- Chapter 1.2. Bioelectrical Signals.- Chapter 1.3. Linear Signal Processing Techniques.- Chapter 1.4. Limitations of Linear Techniques.- Chapter 1.5. Nonlinear Techniques.- Chapter 1.5.1. Fractals and Multifractals.- Chapter 1.5.2. Nonlinear Analysis of Biomedical Signals.- Chapter 1.6. Review of Studies on Neurological Disorders.- Chapter 1.7. References.- Chapter 2_ Multifractal study of EEG signal of subjects with Epilepsy and Alzheimer's.- Chapter 2.1. Introduction.- Chapter 2.2. Neurological disorder: Epilepsy, Alzheimer's and EEG data.- Chapter 2.3. Multifractal detrended fluctuation analysis of EEG signals.- Chapter 2.4. Multifractal detrended cross-correlation analysis of EEG signals.- Chapter 2.5. Results and possible application as biomarker of epilepsy.- Chapter 2.6. References.- Chapter 3_Multifractal Approach for Quantification of Autonomic Deregulation due to Epileptic Seizure with ECG data.- Chapter 3.1. Introduction.- Chapter 3.2. Epileptic seizure and ECG data.- Chapter 3.3. Multifractal detrended fluctuation analysis of ECG signals.- Chapter 3.4. Results and possible biomarker.- Chapter 3.5. References.- Chapter 4_Multifractal Analysis of Electromyography data.- Chapter 4.1. Introduction.- Chapter 4.2. Motor Neuron Disease, Myopathy, Neuropathy and Electromyography data.- Chapter 4.3. Multifractal detrended fluctuation analysis of EMG data.- Chapter 4.4. Results and possible advanced level biomarker.- Chapter 4.5. References.- Chapter 5_Multifractal study on Parkinson's and Huntington diseases with human gait data.- Chapter 5.1. Introduction.- Chapter 5.2. Parkinson's Disease and gait data.- Chapter 5.3. Multifractal and Multifractal cross-correlation analysis of Parkinson's Disease.- Chapter 5.4. Huntington Disease and gait data.- Chapter 5.5. Multifractal analysis of Huntington data.- Chapter 5.6. Discussions on possible use of the result for biomarkers of Parkinson's and Huntington.- Chapter 5.7. References.- Chapter 6_Multifractal correlation study between posture and autonomic deregulation using ECG and blood pressure data.- Chapter 6.1.Introduction.- Chapter 6.2.Posture dependent ECG and Blood Pressure data.- Chapter 6.3. Multifractal cross-correlation analysis between ECG and BP data.- Chapter 6.4. Discussion of the result and possible use as biomarker of neurological disorder.- Chapter 6.5. References.- Chapter 7_Appendix.- Chapter 7.1. Multifractal Detrended Fluctuation Analysis (MF-DFA) technique.- Chapter 7.2. Multifractal Detrended Cross-correlation Analysis (MF-DXA) technique.- Chapter 7.3. References.

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Prof. Dipak Ghosh, a University Gold medalist and a Ph.D. in High Energy Physics, is presently an Emeritus Professor at the Sir C.V. Raman Centre for Physics and Music, and Director (Hony.) of the Biren Roy Research Laboratory for Radioactivity and Earthquake Studies, Jadavpur University. Formerly, he was a Professor and Dean of the Faculty of Science, Jadavpur University. Prof. Ghosh has received several awards like the S.N. Bose Memorial Medal, C.V. Raman Award by the University Grants Commission etc. in recognition of his in-depth research work. He was the Principal Investigator from India in projects with prestigious research institutes like CERN and FERMI Lab. He has over five hundred publications in reputed international journals and several books to his credit. His research interests include nuclear and particle physics, nonlinear dynamics applied to biomedical problems, and neuro-cognition of music. He has also served as a reviewer for international journals like Physical Review Letters, Physica A, EPL etc. Dr. Shukla Samanta, who holds a Ph.D. in Physics from Jadavpur University, is presently associated with Seacom Engineering College, Kolkata as an Assistant Professor and Head of the Basic Science and Humanities Department. She holds a postgraduate degree in Physics from Presidency College, and an M.Tech in Computer Science and Application from the University of Calcutta. She has published several papers on seismic activity, econophysics, and physiological systems in various peer-reviewed international journals. She has also served as a reviewer for international journals. Her present research interest is focused on the nonlinear study of different neurological disorders. Mr. Sayantan Chakraborty is currently pursuing his Ph.D. in Electrical and Biomedical Signals at the Department of Instrumentation and Electronics Engineering, Jadavpur University. He completed his postgraduate degree in Electrical Power Engineering at the University of Calcutta. He has published several papers on electric bid prices, the Stock Exchange of India and biomedical signals in journals of international repute. He has also served as a reviewer for international journals such as Physica A, IET Science, Measurement & Technology etc. Mr. Chakraborty is also an Assistant Professor and Head of the Department of Electrical and Electronics Engineering at ICFAI University, Tripura. He was previously affiliated with Dr. Sudhir Chandra Sur Degree Engineering College and Seacom Engineering College, Kolkata as an Assistant Professor and Head of the Department of Electrical Engineering.

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