Artificial Intelligence-based Infrared Thermal Image Processing and its Applications - Ammer, Kurt
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Présentation Artificial Intelligence - Based Infrared Thermal Image Processing And Its Applications de Ammer, Kurt Format Relié
- Livre Technologie
Résumé :
This book provides a description of designing and developing a computer assisted diagnosis (CAD) system based on thermography for diagnosing some of the common ailments such as arthritis, diabetes, and fever. It introduces applications of machine and deep learning methods, and convolutional neural networks in the development of CAD system....
Biographie: Chapter 1 Fundamentals of Infrared Thermal Imaging Chapter 2 Protocol for Standardized Data Collection in Humans Chapter 3 Basic Approaches of Artificial Intelligence and Machine Learning in Thermal Image Processing Chapter 4 Thermal Imaging for Arthritis Evaluation in a Small Animal Model Chapter 5 Thermal Imaging for Inflammatory Arthritis Evaluation Chapter 6 Potential of Thermal Imaging to Detect Complications in Diabetes: Rationale for Diabetes Screening with Thermal Imaging Chapter 7 Thermal Imaging in Detection of Fever for Infectious Diseases Chapter 8 Ethical Aspects in Thermal Imaging Research
Sommaire:
This book provides a description of designing and developing a computer assisted diagnosis (CAD) system based on thermography for diagnosing some of the common ailments such as arthritis, diabetes, and fever. It introduces applications of machine and deep learning methods, and convolutional neural networks in the development of CAD system....
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