Biomedical Signal and Image Examination with Entropy-Based Techniques

Cover -- Half title -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Author Biographies -- Chapter 1. Introduction to Entropy and Chaos -- 1.1. Probability Calculations -- 1.2. Entropy -- 1.2.1. The Thermodynamic Entropy -- 1.2.2. Entropy in Information Theory -- 1.2.3. Tsallis Entropy -- 1.2.4. Renyi Entropy -- 1.2.5. Dynamical Entropy -- 1.2.6. Spectral Entropy -- 1.3. Chaos and Entropy -- 1.3.1. Lyapunov Exponents -- 1.3.2. Hurst Exponents -- 1.3.3. Fractal Dimension -- 1.3.4. Spectral Exponents -- 1.4. Entropy of Biological Systems -- 1.5. Mutual Information -- References -- Chapter 2. Biosignals -- 2.1. Classification and Characteristics of Biosignals -- 2.2. Measurement of Biosignals -- 2.3. Entropy of Electrophysiological Signals -- 2.3.1. The Entropy of Electromyograms -- 2.3.2. Entropy of Gait Signals -- 2.4. Hjorth Information -- 2.4.1. Hjorth Activity -- 2.4.2. Hjorth Mobility -- 2.4.3. Hjorth Complexity -- 2.5. Biosignals and Chaos -- References -- Chapter 3. Need for Medical Imaging and Its Modalities -- 3.1. Disease in Human Organs -- 3.2. Need for Medical Imaging Techniques -- 3.2.1. Examination of Bone -- 3.2.2. Examination of Eye -- 3.2.3. Examination of Skin -- 3.2.4. Examination of Lungs -- 3.2.4.1. Pneumonia Diagnosis -- 3.2.4.2. Tuberculosis Diagnosis -- 3.2.4.3. COVID-19 Infection -- 3.2.5. Examination of Brain -- 3.2.5.1. CT Scan -- 3.2.5.2. MRI -- 3.2.6. Examination of Breast -- 3.2.6.1. Mammogram -- 3.2.6.2. Breast MRI -- 3.2.6.3. Thermal Imaging -- 3.2.6.4. Ultrasound Imaging -- 3.3. Choice of Imaging Modality -- 3.4. Traditional Examination -- 3.5. Computer Assisted Analysis -- 3.6. Pre-Processing and Post-Processing Techniques -- 3.7. Summary -- References -- Chapter 4. Entropy Techniques in Image Analysis -- 4.1. Evaluation of Medical Images -- 4.2. GREY and RGB Scale Images..

Medienart:	E-Book

Erscheinungsjahr:	2021 ©2021
Erschienen:	Milton: Taylor & Francis Group ; 2021 ©2021

Reihe:	Biomedical and Robotics Healthcare Ser.

Sprache:	Englisch

Beteiligte Personen:	Rajinikanth, V. [VerfasserIn] Kamalanand, K. [Mitwirkende/r] Emmanuel, C. [Mitwirkende/r] Thayumanavan, B. [Mitwirkende/r]

Links:	ebookcentral.proquest.com [lizenzpflichtig]

ISBN:	978-1-000-32733-5

Themen:	Electronic books Entropy Image Processing, Computer-Assisted-Methods Image Processing, Computer-Assisted-Methods.. Signal Processing, Computer-Assisted-instrumentation Signal Processing, Computer-Assisted-instrumentation..

Anmerkungen:	Description based on publisher supplied metadata and other sources

Umfang:	1 online resource (135 pages)

Förderinstitution / Projekttitel:

PPN (Katalog-ID):	1742636101