Artificial Intelligence in Behavioral and Mental Health Care

Inbunden, Engelska, 2015

718 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

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.

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

Produktinformation

Utgivningsdatum:2015-10-02
Mått:152 x 229 x 22 mm
Vikt:630 g
Format:Inbunden
Språk:Engelska
Antal sidor:308
Förlag:Elsevier Science
ISBN:9780124202481

Utforska kategorier

Klinisk psykologi inom Medicin
Artificiell intelligens inom Data och IT

Mer om författaren

David D. Luxton, Ph.D., M.S. is a Research Health Scientist at the Naval Health Research Center in San Diego California and an Affiliate Associate Professor in the Department of Psychiatry and Behavioral Sciences at the University of Washington School of Medicine in Seattle. He previously served as a Research Psychologist and Program Manager for the US Army and as a Secure Communications Systems Technician in the United States Air Force. Dr. Luxton's research and writing is focused in the areas of military and veterans’ health, telehealth, mobile health, artificial intelligence, and emergent technology applications in healthcare. He serves on various national committees and workgroups and he provides training and consultation regarding the use and development of technology in healthcare. He is a licensed clinical psychologist in the State of Washington.

Innehållsförteckning

PrefaceChapter 1 – an Introduction to Artificial Intelligence in Behavioral and Mental Health CareDavid D. LuxtonChapter 2 – Expert Systems in Mental Health Care: AI Applications in Decision-Making and ConsultationCasey C. Bennett and Thomas W. DoubChapter 3 – Autonomous Virtual Human Agents for Healthcare Information Support and Clinical InterviewingAlbert Rizzo, Russell Shilling, Eric Forbell, Stefan Scherer, Jonathan Gratch and Louis-Philippe MorencyChapter 4 – Virtual Affective Agents and Therapeutic GamesEva HudlickaChapter 5 – Automated Mental State Detection for Mental Health CareSidney K. D’MelloChapter 6 – Intelligent Mobile, Wearable, and Ambient Technologies for Behavioral Health CareDavid D. Luxton, Jennifer D. June, Akane Sano and Timothy BickmoreChapter 7 – Artificial Intelligence and Human Behavior Modeling and Simulation for Mental Health ConditionsBarry G. Silverman, Nancy Hanrahan, Lina Huang, Emilia Flores Rabinowitz and Samuel LimChapter 8 – Robotics Technology in Mental Health CareLaurel D. RiekChapter 9 – Public Health Surveillance: Predictive analytics and Big DataChris Poulin, Paul Thompson and Craig BryanChapter 10 – Artificial Intelligence in Public Health Surveillance and ResearchYair Neuman