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Artificial Intelligence in Behavioral and Mental Health Care
This book provides a comprehensive review of artificial intelligence applications to clinical practice, with each chapter presenting a technical description of the advance, a review of application in clinical practice, and empirical data on clinical efficacy.
David D. Luxton (Edited by)
9780124202481, Elsevier Science
Hardback, published 2 October 2015
308 pages
22.9 x 15.1 x 2.3 cm, 0.63 kg
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.
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
Subject Areas: Human-computer interaction [UYZ], Artificial intelligence [UYQ], Clinical psychology [MMJ]
