Full Description
Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy.
In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering.
This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source.
Contents
Preface
Chapter 1 - an Introduction to Artificial Intelligence in Behavioral and Mental Health Care
David D. Luxton
Chapter 2 - Expert Systems in Mental Health Care: AI Applications in Decision-Making and Consultation
Casey C. Bennett and Thomas W. Doub
Chapter 3 - Autonomous Virtual Human Agents for Healthcare Information Support and Clinical Interviewing
Albert Rizzo, Russell Shilling, Eric Forbell, Stefan Scherer, Jonathan Gratch and Louis-Philippe Morency
Chapter 4 - Virtual Affective Agents and Therapeutic Games
Eva Hudlicka
Chapter 5 - Automated Mental State Detection for Mental Health Care
Sidney K. D'Mello
Chapter 6 - Intelligent Mobile, Wearable, and Ambient Technologies for Behavioral Health Care
David D. Luxton, Jennifer D. June, Akane Sano and Timothy Bickmore
Chapter 7 - Artificial Intelligence and Human Behavior Modeling and Simulation for Mental Health Conditions
Barry G. Silverman, Nancy Hanrahan, Lina Huang, Emilia Flores Rabinowitz and Samuel Lim
Chapter 8 - Robotics Technology in Mental Health Care
Laurel D. Riek
Chapter 9 - Public Health Surveillance: Predictive analytics and Big Data
Chris Poulin, Paul Thompson and Craig Bryan
Chapter 10 - Artificial Intelligence in Public Health Surveillance and Research
Yair Neuman
