Artificial Intelligence Machine Learning in Nuclear Medicine and Hybrid Imaging 1st Edition by Patrick Veit Haibach, Ken Herrmann – Ebook PDF Instant Download/Delivery: 9783031001192 ,3031001192
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Product details:
ISBN 10: 3031001192
ISBN 13: 9783031001192
Author: Patrick Veit Haibach, Ken Herrmann
Artificial Intelligence Machine Learning in Nuclear Medicine and Hybrid Imaging 1st Edition Table of contents:
Part I. Technology
1. Role and Influence of Artificial Intelligence in Healthcare, Hybrid Imaging, and Molecular Imaging
2. Introduction to Machine Learning: Definitions and Hybrid Imaging Applications
3. Radiomics in Nuclear Medicine, Robustness, Reproducibility, and Standardization
4. Evolution of AI in Medical Imaging
5. The Basic Principles of Machine Learning
Part II. Clinical Applications
6. Imaging Biomarkers and Their Meaning for Molecular Imaging
7. Integration of Artificial Intelligence, Machine Learning, and Deep Learning into Clinically Routine Molecular Imaging
8. Imaging Biobanks for Molecular Imaging: How to Integrate ML/AI into Our Databases
9. Artificial Intelligence/Machine Learning in Nuclear Medicine
10. AI/ML Imaging Applications in Body Oncology
11. Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging
Part III. Impact of AI and ML on Molecular Imaging and Theranostics
12. Artificial Intelligence Will Improve Molecular Imaging, Therapy and Theranostics. Which Are the Biggest Advantages for Therapy?
13. Integrative Computational Biology, AI, and Radiomics: Building Explainable Models by Integration of Imaging, Omics, and Clinical Data
14. Legal and Ethical Aspects of Machine Learning: Who Owns the Data?
15. Artificial Intelligence and the Nuclear Medicine Physician: Clever Is as Clever Does
Correction to: Radiomics in Nuclear Medicine, Robustness, Reproducibility, and Standardization
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Patrick Veit Haibach,Ken Herrmann,Artificial Intelligence,Machine Learning,Nuclear Medicine,Hybrid Imaging