Artificial Intelligence in Behavioral and Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care
Title Artificial Intelligence in Behavioral and Mental Health Care PDF eBook
Author David D. Luxton
Publisher Academic Press
Pages 309
Release 2015-09-10
Genre Psychology
ISBN 0128007923

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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

AI Technologies and Advancements for Psychological Well-Being and Healthcare

AI Technologies and Advancements for Psychological Well-Being and Healthcare
Title AI Technologies and Advancements for Psychological Well-Being and Healthcare PDF eBook
Author Jermsittiparsert, Kittisak
Publisher IGI Global
Pages 486
Release 2024-09-18
Genre Computers
ISBN

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In mental health care, artificial intelligence (AI) tools can enhance diagnostic accuracy, personalize treatment plans, and provide support through virtual therapy and chatbots that offer real-time assistance. These technologies can help identify early signs of mental health issues by analyzing patterns in speech, behavior, and physiological data. However, the integration of AI also raises concerns about privacy, data security, and the potential for algorithmic bias, which could impact quality of care. As AI continues to evolve, its role in psychological well-being and healthcare will depend on addressing these ethical and practical considerations while harnessing its potential to improve mental health outcomes and streamline healthcare delivery. AI Technologies and Advancements for Psychological Well-Being and Healthcare discusses the latest innovations in AI that are transforming the landscape of mental health and healthcare services. This book explores how AI applications, such as machine learning algorithms and natural language processing, are enhancing diagnostic accuracy, personalizing treatment options, and improving patient outcomes. Covering topics such as behavioral artificial intelligence, medical diagnosis, and precision medicine, this book is an excellent resource for mental health professionals, healthcare providers and administrators, AI and data scientists, academicians, researchers, healthcare policymakers, and more.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Title Artificial Intelligence in Healthcare PDF eBook
Author Adam Bohr
Publisher Academic Press
Pages 385
Release 2020-06-21
Genre Computers
ISBN 0128184396

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Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

The Intersection of Technology and Mental Wellness

The Intersection of Technology and Mental Wellness
Title The Intersection of Technology and Mental Wellness PDF eBook
Author Dr Joy Miller
Publisher Independently Published
Pages 0
Release 2024-02-23
Genre Psychology
ISBN

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THE INTERSECTION OF TECHNOLOGY AND MENTAL WELLNESS In an era where technology and mental health are colliding like never before, "The Intersection of Technology and Mental Wellness: Explore the Revolutionary Impact of Apps, Virtual Reality, and AI in Enhancing Emotional Well-being" serves as a light of hope and empowerment. Do you feel overwhelmed by the demands of mental health care? Do you want to know if there is a more accessible, individualized method to manage mental health? Dive into the fascinating world of mental health technology, where cutting-edge breakthroughs meet human compassion. This book, via fascinating storytelling, reveals the revolutionary potential of digital technologies in mental healthcare. It bridges the empathy gap, connecting you to the hardships and accomplishments of those navigating the complicated terrain of mental health. "The Intersection of Technology and Mental Wellness" gives more than simply insights; it is a road map to a future in which technology improves our mental well-being. By reading this book, you will learn: 1. The most recent developments in mental health applications, virtual reality, and artificial intelligence. 2. The critical importance of clinical trials in determining the efficacy of digital therapies. 3. How healthcare practitioners may smoothly integrate technology into their practice. 4. Ethical issues in the creation and application of mental health technologies. This book attempts to provide readers with understanding regarding the relationship between technology and mental health. - Outline practical steps for creating and delivering effective digital interventions. - Develop a better knowledge of the advantages and disadvantages of mental health technologies. - Encourage people to use digital tools to improve their mental health. While "The Intersection of Technology and Mental Wellness" explores the exciting prospects of digital innovation, it also tackles some frequent worries. Will these technology replace the human connection in therapy? Can we rely on the privacy and security of our data? Rest assured, the book addresses these concerns with respect and knowledge, leaving you confidence in the promise of technology to improve mental health treatment. Are you prepared to start on this revolutionary journey? Embrace the future of mental health with "The Intersection of Technology and Mental Wellness: Explore the Revolutionary Impact of Apps, Virtual Reality, and AI in Enhancing Emotional Well-being." Take the first step toward better understanding and exploiting technology's potential to benefit mental health. Your road toward a more empowered and technologically savvy approach to mental health begins here.

Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues

Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues
Title Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues PDF eBook
Author Fabrice Jotterand
Publisher Springer Nature
Pages 270
Release 2022-02-11
Genre Medical
ISBN 3030741885

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This volume provides an interdisciplinary collection of essays from leaders in various fields addressing the current and future challenges arising from the implementation of AI in brain and mental health. Artificial Intelligence (AI) has the potential to transform health care and improve biomedical research. While the potential of AI in brain and mental health is tremendous, its ethical, regulatory and social impacts have not been assessed in a comprehensive and systemic way. The volume is structured according to three main sections, each of them focusing on different types of AI technologies. Part 1, Big Data and Automated Learning: Scientific and Ethical Considerations, specifically addresses issues arising from the use of AI software, especially machine learning, in the clinical context or for therapeutic applications. Part 2, AI for Digital Mental Health and Assistive Robotics: Philosophical and Regulatory Challenges, examines philosophical, ethical and regulatory issues arising from the use of an array of technologies beyond the clinical context. In the final section of the volume, Part 3 entitled AI in Neuroscience and Neurotechnology: Ethical, Social and Policy Issues, contributions examine some of the implications of AI in neuroscience and neurotechnology and the regulatory gaps or ambiguities that could potentially hamper the responsible development and implementation of AI solutions in brain and mental health. In light of its comprehensiveness and multi-disciplinary character, this book marks an important milestone in the public understanding of the ethics of AI in brain and mental health and provides a useful resource for any future investigation in this crucial and rapidly evolving area of AI application. The book is of interest to a wide audience in neuroethics, robotics, computer science, neuroscience, psychiatry and mental health.

Artificial Intelligence, Machine Learning, and Mental Health in Pandemics

Artificial Intelligence, Machine Learning, and Mental Health in Pandemics
Title Artificial Intelligence, Machine Learning, and Mental Health in Pandemics PDF eBook
Author Shikha Jain
Publisher Academic Press
Pages 420
Release 2022-04-22
Genre Psychology
ISBN 0323915558

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Artificial Intelligence, Machine Learning, and Mental Health in Pandemics: A Computational Approach provides a comprehensive guide for public health authorities, researchers and health professionals in psychological health. The book takes a unique approach by exploring how Artificial Intelligence (AI) and Machine Learning (ML) based solutions can assist with monitoring, detection and intervention for mental health at an early stage. Chapters include computational approaches, computational models, machine learning based anxiety and depression detection and artificial intelligence detection of mental health. With the increase in number of natural disasters and the ongoing pandemic, people are experiencing uncertainty, leading to fear, anxiety and depression, hence this is a timely resource on the latest updates in the field. Examines the datasets and algorithms that can be used to detect mental disorders Covers machine learning solutions that can help determine the precautionary measures of psychological health problems Highlights innovative AI solutions and bi-statistics computation that can strengthen day-to-day medical procedures and decision-making

Applications of Virtual and Augmented Reality for Health and Wellbeing

Applications of Virtual and Augmented Reality for Health and Wellbeing
Title Applications of Virtual and Augmented Reality for Health and Wellbeing PDF eBook
Author Hiran, Kamal Kant
Publisher IGI Global
Pages 353
Release 2024-04-04
Genre Computers
ISBN

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The convergence of Augmented Reality (AR) and Virtual Reality (VR) has transcended the boundaries of gaming and entertainment, emerging as tools in healthcare and wellbeing. At the heart of recent research-driven exploration lies the recognition of a critical gap in healthcare education. However, amid the promising potential of AR and VR, a need for more comprehensive research has thus far limited the capacity of these technologies to optimize physical, psychological, and social wellbeing. Through the ingenious use of AR, Applications of Virtual and Augmented Reality for Health and Wellbeing spotlights the fusion of virtual learning experiences with tangible real-world scenarios, addressing the educational challenges that have long hindered the development of effective healthcare competencies. This book embarks on an academic journey into this transformative landscape, delving into the intricate tapestry of AR and VR technologies and their applications. It unfurls an inclusive discourse encompassing accessibility considerations, the integration of artificial intelligence within AR/VR paradigms, cross-disciplinary applications, and tangible real-world use cases that underscore the transformational impact of these technologies. As a compendium of solutions to real-world challenges, the book channels the collective wisdom of researchers, offering an invaluable reference guide to professionals at the vanguard of AR/VR innovation. Distinguished voices from academia, industry, and gaming converge within the pages, catering to an eclectic audience, including research scholars, educators, industry practitioners, and gaming enthusiasts.