The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Cognitive Behavioral Therapy (CBT) and Machine Learning (ML)
|
|
Author(s): Yashasvi Walia (Manipal University Jaipur, India)and Rajnish Kumar Gupta (Manipal University Jaipur, India)
Copyright: 2025
Pages: 32
Source title:
Transforming Neuropsychology and Cognitive Psychology With AI and Machine Learning
Source Author(s)/Editor(s): Rohit Bansal (Stanford Institute of Management and Technology, Australia), Tariq Maqableh (Charles Sturt University, Australia), Gunjan Shuklaa (SICA College, Indore, India), Fazla Rabby (Stanford Institute of Management and Technology, Australia)and Remya Lathabhavan (Indian Institute of Management, Bodh Gaya, India)
DOI: 10.4018/979-8-3693-9341-3.ch001
Purchase
|
Abstract
Advanced technologies enable mental health professionals to refine therapeutic approaches, enhancing responsiveness to patients' unique needs. In this chapter, we explored such approaches that integrate cognitive behavioural therapy (CBT) with machine learning (ML) and artificial intelligence (AI) to enhance mental health services. It begins by defining key concepts of both CBT and ML, focusing on how ML improves the accuracy, accessibility, and personalization of therapeutic interventions. Practical examples illustrate ML uses in therapy, such as chatbots that assist in CBT, virtual reality tools simulating therapeutic settings, and real-time monitoring tools for tracking patient progress. Ethical considerations are also discussed, highlighting the importance of maintaining patient confidentiality and the therapeutic relationship. The chapter concludes by noting how ML and CBT integration could improve mental health access, accuracy in diagnosis, and individualized treatment.
Related Content
|
Frederic Andres.
© 2027.
14 pages.
|
|
Kalsoom Safdar, Khairul Najmy Abdul Rani, Mohd Aminudin Jamlos, Siti Julia Rosli, Muhammad Usman Younus, Zanab Safdar.
© 2027.
27 pages.
|
|
Bani Adam, Binastya Anggara Sekti, Muhammad Adi Zacky Zahran.
© 2027.
24 pages.
|
|
Swetha Margaret T. A., Renuka Devi D..
© 2027.
31 pages.
|
|
Maurice Saluschke, Michael Schulz.
© 2027.
30 pages.
|
|
Mirjam Sepesy Maučec, Gregor Donaj.
© 2027.
16 pages.
|
|
Jorge A. Ruiz-Vanoye, Ocotlan Diaz-Parra, Ricardo A. Barrera-Cámara, Alejandro Fuentes-Penna, Francisco R. Trejo-Macotela, Jaime Aguilar-Ortiz, Eric Simancas-Acevedo.
© 2027.
21 pages.
|
|
|