Description
Taylor and Francis Ltd Artificial Intelligence-based Infrared Thermal Image Processing and its Applications 1st Edition 2022 Hardbound by Snekhalatha, U.
Covers applications of various image processing techniques in thermal imaging applications for diagnosis of different medical conditions _x000D_Describes the development of a computer diagnostics system (CAD) based on thermographic data _x000D_Discusses customized deep learning models for accurate diagnosis of various diseases _x000D_Includes new aspects in rheumatoid arthritis and diabetes research with usage of advanced analytical tools _x000D_Reviews application of feature fusion algorithms and feature reduction algorithms for accurate classification of images_x000D_ _x000D_
Chapter 1 Fundamentals of Infrared Thermal Imaging_x000D_
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Chapter 2 Protocol for Standardized Data Collection in Humans_x000D_
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Chapter 3 Basic Approaches of Artificial Intelligence and Machine Learning in Thermal Image Processing_x000D_
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Chapter 4 Thermal Imaging for Arthritis Evaluation in a Small Animal Model_x000D_
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Chapter 5 Thermal Imaging for Inflammatory Arthritis Evaluation_x000D_
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Chapter 6 Potential of Thermal Imaging to Detect Complications in Diabetes: Rationale for Diabetes Screening with Thermal Imaging_x000D_
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Chapter 7 Thermal Imaging in Detection of Fever for Infectious Diseases_x000D_
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Chapter 8 Ethical Aspects in Thermal Imaging Research_x000D_