artificial intelligence in behavioral and mental health care

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Artificial Intelligence In Behavioral And Mental Health Care

Author : David D. Luxton
ISBN : 9780128007921
Genre : Psychology
File Size : 28. 68 MB
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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

Artificial Cognitive Architecture With Self Learning And Self Optimization Capabilities

Author : Gerardo Beruvides
ISBN : 9783030039493
Genre : Technology & Engineering
File Size : 30. 83 MB
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This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.

Transforming Ergonomics With Personalized Health And Intelligent Workplaces

Author : M. Vega-Barbas
ISBN : 9781614999737
Genre : Computers
File Size : 48. 14 MB
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Life expectancy is increasing, and we are all expected to work for longer as a result. A balance must be found between the demands of work and human capabilities, and this makes the prevention of workplace-related health problems more important than ever. Emerging technologies, such as smart textiles, wearable devices, and the Internet of Things have enabled the development of intelligent biomedical clothing and the integration of pervasive sensitive services into the environment, and together with ambient intelligence technology techniques and big data analytics, have fostered a proliferation of p-Health monitoring solutions. This book presents a collection of the most significant challenges and advances in the field of intelligent workspaces and personalized ergonomics, bringing together the most relevant results of various international research projects. The book is organized into three main sections: Personalized Ergonomics, which explores the need for practical and reliable risk assessment methods for the prevention of musculoskeletal disorders and the enhancement of the workplace; Pervasive Technology for Intelligent Workplaces, which identifies the opportunities and challenges of technology-based interventions and the security and privacy issues of the smart workplace; and Data Warehouse Governance and Analytics. The book concludes with a chapter on lessons learnt. The transformation of the working environment into a healthy and intelligent space will not only support ergonomists, employees and employers, but may also be the solution to the sustainability of our current social welfare systems, and the book will be of interest to all those concerned with workplace health.

Web Based Behavioral Therapies For Mental Disorders

Author : Langrial, Sitwat Usman
ISBN : 9781522532422
Genre : Medical
File Size : 56. 68 MB
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The treatment of mental disorders has changed with the evolution of new technologies. The use of the web and computing tools to treat mental illness provides the ability to reach a higher number of users with innovative and proactive interventions. Web-Based Behavioral Therapies for Mental Disorders is a pivotal reference source for the latest scholarly research on alternative technology-based approaches to the treatment and support of mental illnesses. Featuring extensive coverage on topics such as cognitive behavioral therapy, depression, and acceptance and commitment therapy, this book is ideally designed for researchers, psychologists, psychiatrists, and clinical scientists seeking current research on effective technological solutions for promoting well-being and meeting the needs for personalized health.

Psychiatric Care Of The Medical Patient

Author : Barry S. Fogel
ISBN : 9780199731855
Genre : Medical
File Size : 65. 72 MB
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This is the third edition of a classic resource of medical psychiatry. It is intended to be read as well as referred to. Its scope is broad, including such topics as herbal and nutritional treatments, management of conflicting second opinions, and adapting the physical examination to the medical psychiatric context.

Biomedical Engineering And Cognitive Neuroscience For Healthcare Interdisciplinary Applications

Author : Wu, Jinglong
ISBN : 9781466621145
Genre : Medical
File Size : 24. 9 MB
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New developments in medical technology have paved the way for the ongoing studies of cognitive neuroscience and biomedical engineering for healthcare. Their different but interconnected aspects of science and technology seek to provide new solutions for difficult healthcare problems and impact the future of the quality of life. Biomedical Engineering and Cognitive Neuroscience for Healthcare: Interdisciplinary Applications brings together researchers and practitioners, including medical doctors and health professionals, to provide an overview of the studies of cognitive neuroscience and biomedical engineering for healthcare. This book aims to be a reference for researchers in the related field aiming to bring benefits to their own research.

Virtual And Augmented Reality In Mental Health Treatment

Author : Guazzaroni, Giuliana
ISBN : 9781522571698
Genre : Medical
File Size : 82. 44 MB
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Medical and technological organizations have recently developed therapy and assistance solutions that venture beyond what is considered conventional for individuals with various mental health conditions and behavioral disorders such as autism, Down syndrome, Alzheimer’s disease, anxiety disorders, phobias, and learning difficulties. Through the use of virtual and augmented reality, researchers are working to provide alternative therapy methods to treat these conditions, while studying the long-term effects the treatment has on patients. Virtual and Augmented Reality in Mental Health Treatment provides innovative insights into the use and durability of virtual reality as a treatment for various behavioral and emotional disorders and health problems. The content within this publication represents the work of e-learning, digital psychology, and quality of care. It is designed for psychologists, psychiatrists, professionals, medical staff, educators, and researchers, and covers topics centered on medical and therapeutic applications of artificial intelligence and simulated environment.

Resources In Education

Author :
ISBN : PSU:000068698041
Genre : Education
File Size : 81. 3 MB
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Compassionate Artificial Intelligence

Author : Amit Ray
ISBN : 9789382123460
Genre : Computers
File Size : 34. 83 MB
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In this book Dr. Amit Ray describes the principles, algorithms and frameworks for incorporating compassion, kindness and empathy in machine. This is a milestone book on Artificial Intelligence. Compassionate AI address the issues for creating solutions for some of the challenges the humanity is facing today, like the need for compassionate care-giving, helping physically and mentally challenged people, reducing human pain and diseases, stopping nuclear warfare, preventing mass destruction weapons, tackling terrorism and stopping the exploitation of innocent citizens by monster governments through digital surveillance. The book also talks about compassionate AI for precision medicine, new drug discovery, education, and legal system. Dr. Ray explained the DeepCompassion algorithms, five design principles and eleven key behavioral principle of compassionate AI systems. The book also explained several compassionate AI projects. Compassionate AI is the best practical guide for AI students, researchers, entrepreneurs, business leaders looking to get true value from the adoption of compassion in machine learning technology.

Technological Advancements In Biomedicine For Healthcare Applications

Author : Wu, Jinglong
ISBN : 9781466621978
Genre : Technology & Engineering
File Size : 49. 53 MB
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Technology continues to play a major role in all aspects of society, particularly healthcare. Advancements such as biomedical image processing, technology in rehabilitation, and biomedical robotics for healthcare have aided in significant strides in the biomedical engineering research field. Technological Advancements in Biomedicine for Healthcare Applications presents an overview of biomedical technologies and its relationship with healthcare applications. This reference source is essential for researchers and practitioners aiming to learn more about biomedical engineering and its related fields.

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