Machine learning in cardiovascular medicine. (2020)

• Record Type: Book
• Further Information: Note: Edited by Subhi J. Al'Aref, Gurpreet Singh, Lohendran Baskaran, Dimitri Metaxas.
• Editors: Al'Aref, Subhi J; (Associate professor of mechanical and nuclear engineering), Singh, Gurpreet; Baskaran, Lohendran; Metaxas, Dimitris N, 1962-
• Contents: 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
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 610.285631; Artificial intelligence -- Medical applications; Cardiovascular system -- Diseases -- Data processing
• Languages: English
• ISBNs: 9780128202746
• Related ISBNs: 9780128202739
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.