Advances in Artificial Intelligence: Biomedical Engineering Applications in Signals and Imaging

ISBN-13: 9780443190735 / Angielski

Kunal Pal; Bala Chakravarthy Neelapu; J. Sivaraman

Spis treści

1. Introduction to Biomedical signals and Biomedical Imaging 2. The Evolution of Artificial Intelligence in Medicine 3. Artificial intelligence techniques for cancer detection 4. Deep learning techniques for diagnosis of COVID-19 using Chest X-rays and Computed Tomography 5. Machine Learning, Deep learning and Reinforcement Learning for Biomedical Applications 6. Role of Artificial Intelligence and Automation in telemedicine 7. Brain tumor segmentation using Advanced deep learning Techniques 8. AI in medical robotics 9. AI in medical education 10. AI for rare diseases 11. Machine Learning and Deep Learning Techniques for Smart Diagnosis of Obstructive Sleep Apnea using Single lead ECG 12. Artificial Intelligence techniques for Diagnosis of Atrial Fibrillation 13. Reinforcement learning techniques for 2D and 3D cephalometric analyses 14. Assessment of Artificial Intelligence techniques during live surgery 15. Deep Learning for drug repurposing 16. Deep Learning for genomics 17. Explainable AI for medical applications 18. Artificial intelligence driven smart devices for biomedical applications 19. Automation in the field of orthodontics and orthopaedics based on artificial Intelligence 20. Data driven models in health care diagnosis 21. Prediction of early stage health decline using Artificial Intelligence22. Artificial Intelligence for diabetes management 23. 2D and 3D segmentation of organs using artificial intelligence 24. Artificial Intelligence verses Manual in Health care and biomedical industry 25. Early stage identification of Autism in children using gesture monitoring based on Artificial Intelligence 26. Artificial Intelligence in diagnosis of Neural disorders using bio signals and Imaging 27. Artificial Intelligence for drug discovery and precision medicine 28. Cyber security in AI for medical applications