Full Description
Artificial Intelligence and BCIs in Healthcare discusses the essentials of state-of-the-art brain signal analysis, AI, and BCIs available today. This book is an ideal bridge of these emerging technologies. Divided into three sections, the chapters cover the Fundamentals, Applications, and Regulatory Issues facing healthcare systems today. Artificial Intelligence and BCIs in Healthcare fills a gap in literature available to researchers and may also be of interest to clinicians.
Contents
Section 1: Fundamentals
1. Introduction
2. Brain-Computer Interfaces (BCI)
3. Signal Acquisition, Signal Processing, and Modeling
4. Artificial Intelligence in BCI
5. Engineering materials in BCI
6. Noninvasive Sensors in BCI
7. Non-Invasive Therapies in BCI
8. Redefining the Paradigm of Medical Practice with Artificial Intelligence and BCI
Section 2: Applications
9. Machine Learning Approach to Imaging-Based Classification of Neurodevelopmental Disorders
10. Tricking the Brain for Non-Invasive Therapies: Smart Mazes
11. Early Diagnostics in Neurodiversity Using AI
12. Applications of Ultrasound and other Non-Invasive Techniques in Brain Stimulation and Imaging
13. BCI, Neuromodulation, and Neurorehabilitation Techniques
14. Fibromyalgia: Understanding the Brain Circuitry Using AI
15. Internet of Things and BCI Related Point of Care Device Applications
16. The Study of Stimulation-Evoked potentials in BCI
17. AI for Sleep Analysis and Diagnostics: Current Perspectives and Future Directions
18. Enhancing Patient Safety in Dialysis Care through Human-Computer Interactions
Section 3: Regulatory Issues
19. Pain Management using AI
20. Future Challenges and Perspectives
