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Integrating AI in Psychological and Mental Health Care: Techniques, Applications, and Ethical Considerations

Editat de Sandeep Kautish, Shelly Gupta, Sapna Juneja, Valentina Emilia Balas, Dana Rad
en Limba Engleză Paperback – iun 2026
Integrating AI in Psychological and Mental Health Care: Techniques, Applications, and Ethical Considerations introduces key concepts and the historical evolution of AI, providing a foundation for understanding its applications in mental health. The content delves into various aspects of AI, including diagnostic tools, machine learning algorithms, and natural language processing, highlighting their roles in enhancing therapeutic outcomes and improving patient care. The discussion encompasses significant mental health conditions such as anxiety, depression, and severe psychological disorders, showcasing how AI technologies can assist in diagnosis, treatment planning, and monitoring.

Ethical considerations and privacy issues are critically examined, ensuring a balanced perspective on the benefits and challenges associated with AI-driven interventions. Practical applications, such as virtual psychotherapists and AI-enhanced cognitive behavioral therapy illustrate real-world implementations and their impact on patient care. Additionally, case studies provide insights into successful AI applications in mental health settings, thus enhancing our understanding of potential advantages and obstacles.

  • Covers how artificial intelligence is integrated into psychological and mental health care, including various technologies such as diagnostic tools, machine learning algorithms, and natural language processing
  • Illustrates how AI technologies are being successfully implemented in mental health settings by including real-world examples and case studies
  • Addresses the ethical implications of using AI in mental health, including privacy concerns and the responsibilities of practitioners
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Specificații

ISBN-13: 9780443414954
ISBN-10: 0443414955
Pagini: 350
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE

Cuprins

1. Introduction to AI in Psychological and Mental Health Care
2. The Evolution of AI in Mental Health: A Historical Perspective
3. Using AI for Mental Health Monitoring and Data Collection
4. AI-Based Diagnostic Tools for Mental Health Disorders
5. Machine Learning Algorithms for Predicting Mental Health Outcomes
6. Natural Language Processing in Mental Health Interventions
7. AI in Personalized Treatment Plans for Mental Health
8. The Role of AI in Managing Anxiety and Depression
9. AI in Suicide Prevention and Crisis Intervention
10. AI in Substance Abuse and Addiction Treatment
11. AI Applications in Child and Adolescent Mental Health
12. Virtual psychotherapists and AI-Driven Counselling
13. AI and the Treatment of Severe Mental Illnesses
14. AI-Enhanced Cognitive Behavioural Therapy (CBT)
15. AI and Neuro feedback for Mental Health
16. Privacy and Security in AI-Based Mental Health Applications
17. Ethical Considerations in AI for Mental Health
18. Case Studies of AI Applications in Mental Health
19. The Future of AI in Mental Health Research and Practice
20. Implementing AI Solutions in Clinical Practice: Challenges and Opportunities