Buch, Englisch, 400 Seiten, Format (B × H): 191 mm x 235 mm
Buch, Englisch, 400 Seiten, Format (B × H): 191 mm x 235 mm
ISBN: 978-0-443-29894-3
Verlag: Elsevier Science
Moving Towards Fully Autonomous and Cost-Effective Surgical Robotic Systems with AI offers advanced insights into how AI can be used to optimize the design, manufacturing, and clinical application of these systems. It covers a wide range of topics, including the introduction of surgical robotic systems design and the presentation of a fully autonomous surgical robotic system for minimally invasive surgery. Advanced medical imaging techniques integrated with surgical robots are discussed to enhance surgical precision and safety. The book also highlights the application of machine learning and deep learning models in robotic-assisted surgery, with the development of novel algorithms for autonomous surgical robots. Various AI approaches for optimizing surgical robotic systems and the design considerations for manufacturing and assembly are examined. Additionally, the book includes a thorough analysis of the life cycle and economic aspects of surgical robotic systems, as well as risk assessment and evaluation methods. The final chapters address ethics considerations and explore future enhancements in the realm of fully autonomous surgical robotic systems. Overall, this book aims to contribute to the technical understanding, design aspects, and ethical dimensions of surgical robotics, promoting safer and more efficient surgical procedures.
Autoren/Hrsg.
Fachgebiete
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
- Technische Wissenschaften Maschinenbau | Werkstoffkunde Maschinenbau
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
- Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie
Weitere Infos & Material
1. Introduction to surgical robotic systems design
2. Surgical robotic systems: A literature review
3. Autonomous surgical robotic system modelling
4. Advanced medical imaging approaches and surgical robots
5. Novel machine learning algorithms for surgical robotic systems
6. Novel deep learning algorithms for surgical robotic systems
7. AI and surgical robots control system optimization
8. Design for manufacture and assembly of surgical robotic system
9. Economic and life cycle analysis of autonomous surgical robotic systems
10. Risk assessment and evaluation of surgical robots
11. Prototype fabrication, testing and evaluation
12. Ethics consideration for fully autonomous surgical robotic systems
13. Future of fully autonomous surgical robotic systems