Cover for Artificial Intelligence in Behavioral and Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care

Book2016

Edited by:

David D. Luxton

Artificial Intelligence in Behavioral and Mental Health Care

Book2016

 

Cover for Artificial Intelligence in Behavioral and Mental Health Care

Edited by:

David D. Luxton

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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 p ... read full description

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  2. Book chapterAbstract only

    Chapter 1 - An Introduction to Artificial Intelligence in Behavioral and Mental Health Care

    David D. Luxton

    Pages 1-26

  3. 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

  4. 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

  5. Book chapterAbstract only

    Chapter 4 - Virtual Affective Agents and Therapeutic Games

    Eva Hudlicka

    Pages 81-115

  6. Book chapterAbstract only

    Chapter 5 - Automated Mental State Detection for Mental Health Care

    Sidney K. D’Mello

    Pages 117-136

  7. 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

  8. 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

  9. Book chapterAbstract only

    Chapter 8 - Robotics Technology in Mental Health Care

    Laurel D. Riek

    Pages 185-203

  10. Book chapterAbstract only

    Chapter 9 - Public Health Surveillance: Predictive Analytics and Big Data

    Chris Poulin, Paul Thompson and Craig Bryan

    Pages 205-230

  11. Book chapterAbstract only

    Chapter 10 - Artificial Intelligence in Public Health Surveillance and Research

    Yair Neuman

    Pages 231-254

  12. 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

  13. Book chapterNo access

    Glossary

    Pages 277-280

  14. 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

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Editors

David D. Luxton

Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA

Naval Health Research Center, San Diego, CA, USA