06015cam a2200709Ii 4500 ocn921176108 OCoLC 20190328114812.0 m o d cr cnu|||unuuu 150915s2016 ne ob 001 0 eng d N$T eng rda pn N$T N$T IDEBK UIU YDXCP EBLCP IDB TEFOD Z5A OCLCQ MERUC OCLCQ S4S OCLCF OCL WRM U3W NAM OCLCO MERER OCLCO OCLCQ WYU OCLCA OCLCQ TKN OCLCO OCLCA 921864238 929521491 932328840 934502579 1066492438 9780128007921 (electronic bk.) 0128007923 (electronic bk.) 9780124202481 0124202489 (OCoLC)921176108 (OCoLC)921864238 (OCoLC)929521491 (OCoLC)932328840 (OCoLC)934502579 (OCoLC)1066492438 R859.7.A78 WM 30.1 HEA 039000 bisacsh MED 014000 bisacsh MED 022000 bisacsh MED 112000 bisacsh MED 045000 bisacsh 616.89 23 Artificial intelligence in behavioral and mental health care / [electronic resource] edited by David D. Luxton. Amsterdam : Elsevier Ltd., 2016. �2016 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Online resource; title from PDF title page (EBSCO, viewed September 16, 2015). Includes bibliographical references and index. Front Cover; Artificial Intelligence in Behavioral and Mental Health Care; Copyright Page; Contents; List of Contributors; About the Editor; Preface; 1 An Introduction to Artificial Intelligence in Behavioral and Mental Health Care; Introduction and Overview; Key Concepts and Technologies; What Is AI?; Machine Learning and Artificial Neural Networks; Natural Language Processing; Machine Perception and Sensing; Affective Computing; Virtual and Augmented Reality; Cloud Computing and Wireless Technologies; Robotics; BCIs and Implants; Supercomputing and Brain Simulation; The Turing Test. Technological BarriersBenefits of AI for Behavioral and Mental Health Care; Intelligent Machines Are Better at Some Things; Improved Self-Care and Access to Care; Integration and Customization of Care; Economic Benefits; Additional Considerations; Conclusion; References; Additional Resources; 2 Expert Systems in Mental Health Care: AI Applications in Decision-Making and Consultation; Introduction; The History -- Expert Systems and Clinical Artificial Intelligence in Health Care; The Present -- Dynamical Approaches to Clinical AI and Expert Systems; Temporal Modeling Overview. Real-World Clinical Applications -- Predicting in a Dynamic WorldMulti-Agent Models for Personalized Medicine; Technology-Enhanced Clinicians; Summary of Dynamical Approaches for Clinical AI; The Future; Cognitive Computing in Health Care; The Intersection Between Other Emerging Technologies and Clinical Artificial Intelligence; Ethics and Challenges; Conclusion; References; 3 Autonomous Virtual Human Agents for Healthcare Information Support and Clinical Interviewing; Introduction; The Rationale and Brief History of the Clinical Use of VHs; Use Cases: SimCoach and SimSensei. SimCoach: A VH Agent to Support Healthcare Information AccessSimSensei: A VH Interviewing Agent for Detection and Computational Analysis of Psychological Signals; Nonverbal Behavior and Clinical Conditions; Comparative Evaluation Across Interviews: Face-To-Face, WoZ, and Automatic Interaction with the SimSensei VH Agent; Conclusions; References; 4 Virtual Affective Agents and Therapeutic Games; Introduction; Brief History of Virtual Affective Agents and Serious Games; Virtual Affective Agents; Serious Games; State of the Art. Nonverbal Interaction: Emotion Recognition, Emotion Expression, and Agent EmbodimentEmotion Recognition and Expression; Embodiment; Believability, Affective Realism, and Emotional Intelligence; Personalization and Adaptation Capabilities; Putting It All Together: Agent Architectures; Nonplaying Characters and Player Avatars; Affective and Affect-Adaptive Gaming; Overview of Recent Applications in Health Care; Pediatric Pain Management -- "Free Dive"; OCD in Children -- "Ricky and the Spider"; PTSD in War Veterans -- "Virtual Iraq." Social and Emotion Regulation Skills for Children on the Autism Spectrum -- "Secret Agent Society." Summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. 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 Mental health. Mental health. Mental health Social aspects. Artificial intelligence Medical applications. HEALTH & FITNESS Diseases General. bisacsh MEDICAL Clinical Medicine. bisacsh MEDICAL Diseases. bisacsh MEDICAL Evidence-Based Medicine. bisacsh MEDICAL Internal Medicine. bisacsh Mental health. fast (OCoLC)fst01016339 Artificial intelligence Medical applications. fast (OCoLC)fst00817267 Mental health Social aspects. fast (OCoLC)fst01016369 Mental Health Services. (DNLM)D008605 Artificial Intelligence. (DNLM)D001185 Electronic books. Electronic book. Luxton, David D., editor. Print version: 0124202489 9780124202481 (OCoLC)913923560 ScienceDirect http://www.sciencedirect.com/science/book/9780124202481 247165 247165