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Chapter 1 - An Introduction to Artificial Intelligence in Behavioral and Mental Health Care
David D. Luxton
Pages 1-26 - Book chapterAbstract only
Chapter 2 - Expert Systems in Mental Health Care: AI Applications in Decision-Making and Consultation
Casey C. Bennett and Thomas W. Doub
Pages 27-51 - Book chapterAbstract only
Chapter 3 - Autonomous Virtual Human Agents for Healthcare Information Support and Clinical Interviewing
Albert Rizzo, Russell Shilling, ... Louis-Philippe Morency
Pages 53-79 - Book chapterAbstract only
Chapter 4 - Virtual Affective Agents and Therapeutic Games
Eva Hudlicka
Pages 81-115 - Book chapterAbstract only
Chapter 5 - Automated Mental State Detection for Mental Health Care
Sidney K. D’Mello
Pages 117-136 - Book chapterAbstract only
Chapter 6 - Intelligent Mobile, Wearable, and Ambient Technologies for Behavioral Health Care
David D. Luxton, Jennifer D. June, ... Timothy Bickmore
Pages 137-162 - Book chapterAbstract only
Chapter 7 - Artificial Intelligence and Human Behavior Modeling and Simulation for Mental Health Conditions
Barry G. Silverman, Nancy Hanrahan, ... Samuel Lim
Pages 163-183 - Book chapterAbstract only
Chapter 8 - Robotics Technology in Mental Health Care
Laurel D. Riek
Pages 185-203 - Book chapterAbstract only
Chapter 9 - Public Health Surveillance: Predictive Analytics and Big Data
Chris Poulin, Paul Thompson and Craig Bryan
Pages 205-230 - Book chapterAbstract only
Chapter 10 - Artificial Intelligence in Public Health Surveillance and Research
Yair Neuman
Pages 231-254 - Book chapterAbstract only
Chapter 11 - Ethical Issues and Artificial Intelligence Technologies in Behavioral and Mental Health Care
David D. Luxton, Susan Leigh Anderson and Michael Anderson
Pages 255-276 - Book chapterNo access
Glossary
Pages 277-280 - Book chapterNo access
Index
Pages 281-293
About the book
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.
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.
Key Features
- Summarizes AI advances for use in mental health practice
- Includes advances in AI based decision-making and consultation
- Describes AI applications for assessment and treatment
- Details AI advances in robots for clinical settings
- Provides empirical data on clinical efficacy
- Explores practical issues of use in clinical settings
- Summarizes AI advances for use in mental health practice
- Includes advances in AI based decision-making and consultation
- Describes AI applications for assessment and treatment
- Details AI advances in robots for clinical settings
- Provides empirical data on clinical efficacy
- Explores practical issues of use in clinical settings
Details
ISBN
978-0-12-420248-1
Language
English
Published
2016
Copyright
Copyright © 2016 Elsevier Inc. All rights reserved.
Imprint
Academic Press