Biomedical Signal and Image Examination with Entropy-Based Techniques

1. Auflage 2023
ISBN: 978-0-367-68684-0
Verlag: CRC Press

Buch, Englisch, 134 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 219 g

Reihe: Biomedical and Robotics Healthcare

The aim of this book is to outline the concept of entropy, various types of entropies and their implementation to evaluate a variety of biomedical signals/images. The book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems. The recent research works on biomedical signal evaluation confirms that signal analysis provides vital information regarding the physiological condition of the patient, and the efficient evaluation of these signals can help to diagnose the nature and the severity of the disease. This book emphasizes various entropy-based image pre-processing methods which are essential for the development of suitable computerized examination systems for the analysis of biomedical images recorded with a variety of modalities. The work discusses the image pro-processing methods with the Entropies, such as Kapur, Tsallis, Shannon and Fuzzy on a class of RGB-scaled and gray-scaled medical pictures. The performance of the proposed technique is justified with the help of suitable case studies, which involves x-ray image analysis, MRI analysis and CT analysis. This book is intended for medical signal/image analysts, undergraduate and postgraduate students, researchers, and medical scientists interested in biomedical data evaluation.

Autoren/Hrsg.

Rajinikanth, V.

Kamalanand, K.

Emmanuel, C.

Thayumanavan, B.

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

1. Introduction to Entropy and Chaos. 2. Biosignals. 3. Need for Medical Imaging and Its Modalities. 4. Entropy Techniques in Image Analysis. 5. Case Studies with Medical Imaging

Über Autor(innen)

Dr. Venkatesan Rajinikanth is a Professor in Department of Electronics and Instrumentation Engineering at St. Joseph’s College of Engineering, Tamilnadu, India.

Dr. K. Kamalanand is an Assistant Professor at the Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India.

Dr. C. Emmanuel is Professor and Director of the Department of Academics & Research, Gleneagles Global Health City, Chennai.

Dr. B. Thayumanavan is Professor and Dean of Sathyabama University Dental College and Hospital, Chennai, India.