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Explainable AI in Healthcare Imaging for Medical Diagnoses
Digital Revolution of AI
- 1st Edition - March 1, 2025
- Editors: Tanzila Saba, Ahmad Taher Azar, Seifedine Kadry
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 2 3 9 7 9 - 3
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 2 3 9 7 8 - 6
Explainable AI in Healthcare Imaging for Medical Diagnoses: Digital Revolution of AI presents the most advanced machine learning and deep learning methodologies in the healthcar… Read more
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Request a sales quoteExplainable AI in Healthcare Imaging for Medical Diagnoses: Digital Revolution of AI presents the most advanced machine learning and deep learning methodologies in the healthcare domain, with specific focus on learning explainable artificial intelligence (XAI).
This book explores how XAI can make improvements in the medical sector to improve trust for end users. Covering the most advanced and emerging concepts and applications of XAI, researchers, practitioners, and students in the fields of biomechanical engineering, electrical engineering, and computer engineering will find this to be a great source of information for this emerging topic.
- Provides a comprehensive overview of the current state of AI in precision medicine, addressing both the theoretical and practical aspects
- Focuses on Explainable AI (XAI) and its significance in the context of healthcare
- Provides practical insights into the application of AI in precision medicine through real-world case studies and examples
1. Explainable AI (XAI) for Medical/Healthcare Services
2. Applications of XAI in Precision medicine
3. State-of-the-Art of XAI Role in Healthcare
4. Personalized Versus Personal Healthcare
Section-2 Revolution of AI in Healthcare
5. The Transition from Telemedicine and e Health
6. AI Revolution and the Healthcare System
7. New Challenges and Opportunities of XAI in Smart Healthcare System
8. Designing Health Information Technologies for Personalized Medicine
Section-3 Smart Intelligent Systems & XAI in Precision Medicine
9. Computational Intelligence in Bio and Clinical Medicine
10. Natural Language Processing in Precision Medicine
11. Decision Making Process in XAI
12. Automated Reasoning and Meta-reasoning in Medicine
13. Models and Systems for XAI-based Personal Health
Section-4 Explainable Artificial Intelligence in Medicine: Social & Ethical Issues
14. Privacy-preserving Frameworks in XAI
15. Detecting Data Bias and Algorithmic Bias
16. Integrating Social and Ethical Aspects of Explainability
- No. of pages: 400
- Language: English
- Edition: 1
- Published: March 1, 2025
- Imprint: Academic Press
- Paperback ISBN: 9780443239793
- eBook ISBN: 9780443239786
TS
Tanzila Saba
AT
Ahmad Taher Azar
SK