Description
Explore emerging applications for AI, machine learning, and deep learning in biomedical imaging technologies
In Biomedical Imaging Technology, a team of distinguished researchers deliver an expert discussion on the application of imaging and signal processing techniques to healthcare technologies like X-ray, MRI, CT, ultrasound, and others. Beginning with an introduction to biomedical imaging, the book goes on to explain more advanced imaging technologies, such as molecular and optical imaging.
This book provides a blend of theory and practical applications, exploring the role of AI and AI algorithms in enhancing diagnostic accuracy. It discusses machine and deep learning approaches for improving computer-aided diagnosis systems and the integration of signal processing within various imaging modalities.
Readers will also find:
- A thorough introduction to contemporary approaches to optical imaging, including fluorescence imaging, photoacoustic imaging, and Optical Coherence Tomography (OCT)
- Comprehensive explorations of image-guided interventions, theranostics in cancer treatment, and advancements in surgical navigation
- Practical discussions of emerging trends in the field and up-and-coming innovations
- Case studies and practical examples from real-world locations
Perfect for researchers in biomedical engineering, imaging, and signal processing, Biomedical Imaging Technology will also benefit undergraduate and graduate students studying electrical engineering subjects, such as biomedical imaging and signal processing.
Table of Contents
Preface xix
About the Editors xxi
Acknowledgment xxv
1 Historical Evolution and Technological Advancements in Biomedical Imaging 1
2 Deep Learning Techniques for Biomedical Imaging 25
3 Advanced Methods and Approaches in Image Reconstruction 45
4 Integrative Approaches in Image Analysis and Signal Interpretation 73
5 Multimodal Imaging: Combining Molecular and Optical Approaches 95
6 Advancements in Biomedical Imaging Using Fluorescence and Bioluminescence 121
7 Innovative Diagnostic Imaging Techniques and Protocols 145
8 Applications and Clinical Impacts of Biomedical Imaging 163
9 Emerging Technologies and Innovations in Medical Imaging 181
10 Therapeutic Interventions Guided by Advanced Imaging Modalities 203
11 Addressing Technical and Clinical Challenges in Next-Generation Imaging 229
Index 243
