• 商品
• 详情
• 评论
• 推荐

Infrared thermography is a fast and non-invasive technology that provides a map of the temperature distribution on the body's surface. This book provides a description of designing and developing a computer-assisted diagnosis (CAD) system based on thermography for diagnosing such common ailments as rheumatoid arthritis (RA), diabetes complications, and fever. It also introduces applications of machine-learning and deep-learning methods in the development of CAD systems.

Key Features:

• Covers applications of various image processing techniques in thermal imaging applications for the diagnosis of different medical conditions
• Describes the development of a computer diagnostics system (CAD) based on thermographic data
• Discusses deep-learning models for accurate diagnosis of various diseases
• Includes new aspects in rheumatoid arthritis and diabetes research using advanced analytical tools
• Reviews application of feature fusion algorithms and feature reduction algorithms for accurate classification of images

This book is aimed at researchers and graduate students in biomedical engineering, medicine, image processing, and CAD.

Dr. U. Snekhalatha is currently working as an Professor in the Department of Biomedical Engineering, SRM Institute of Science and Technology (SRMIST), Kattankulathur, India. She pursued her Doctorate in Biomedical Engineering at SRMIST (2015). Her areas of interest include biomedical signal processing, medical image processing, biomedical instrumentation, and machine learning and deep learning techniques. She has published 88 research articles in reputed peer-reviewed international journals and international conferences. She has filed four Indian patents of which, all are in published stage. She obtained the Best Researcher Award for her publications in Nature indexed journal during the Research Day function held on March 1, 2021 at SRMIST. She received Gandhian Young Technological Innovation Award for paper titled "Design of Acetone Breath Gas Analyzer in the Evaluation of Diabetes Mellitus," Appreciation 2020, Society for Research and Initiatives for Sustainable Technologies and Institutions, November 5, 2020. She has obtained best paper award and gold medals for some research paper publications. She is a life member of various professional societies such as the Biomedical Society of India, IEI, IEANG, IRED, ISTE, and ISCA. She is currently serving as a reviewer and guest editor for various reputed peer-reviewed international journals.

Dr. K. Palani Thanaraj is currently working as an Assistant Professor in the Department of Electronics