Machine Learning in Cardiovascular Medicine

ISBN-13: 9780128202739 / Angielski / Miękka / 2020 / 365 str.

Subhi Jamal Al'aref; Gurpreet Singh; Lohendran Baskaran

Spis treści

1. Technological Advances within Digital Medicine
2. An Overview of Artificial Intelligence: Basics and State-of-the-Art Algorithms
3. Machine Learning for Predictive Analytics
4. Deep Learning for Biomedical Applications
5. Generative Adversarial Network for Cardiovascular Imaging
6. Natural Language Processing
7. Contemporary Advances in Medical Imaging
8. Ultrasound and Artificial Intelligence
9. Computed Tomography and Artificial Intelligence
10. Magnetic Resonance Imaging and Artificial Intelligence
11. Nuclear Imaging and Artificial Intelligence
12. Radiomics in Cardiovascular Imaging: Principles and Clinical Implications
13. Automated Interpretation of Electrocardiographic Tracings
14. Machine Learning in Cardiovascular Genomics, Proteomics, and Drug Discovery
15. Wearable Devices and Machine Learning Algorithms for Cardiovascular Health Assessment
16. The Future of Artificial Intelligence in Healthcare
17. Ethical and Legal Challenges