November 26, 2020

Download Ebook Free Artificial Intelligence In Behavioral And Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care
Author : David D. Luxton
Publisher : Academic Press
Release Date : 2015-09-10
Category : Psychology
Total pages :308
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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 Intelligence in Behavioral and Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care
Author : David D. Luxton
Publisher : Academic Press
Release Date : 2015-10-02
Category :
Total pages :308
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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

Integrative Mental Health Care

Integrative Mental Health Care
Author : James Lake MD
Publisher : James Lake
Release Date : 2015-07-30
Category : Medical
Total pages :68
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This book is the first in a series on alternative and integrative treatments in mental health care. The book provides a general introduction to essential concepts and methods you can use to develop a treatment plan addressing many common mental health problems. The other books in the series cover the following mental health problems: · Alcohol and drug abuse · Anxiety · Attention-deficit hyperactivity disorder (ADHD) · Bipolar disorder · Dementia and mild cognitive impairment (MCI) · Insomnia · Post-traumatic stress disorder (PTSD) · Schizophrenia If you are currently struggling with a mental health problem and taking a medication that isn’t helping, experiencing adverse effects, or you simply can’t afford to continue taking a medication that is working the books in this series provide practical information about non-medication alternatives that will help you feel and function better such as herbals, vitamins and other natural supplements, whole body approaches, meditation and mind-body practices, and energy therapies. If you are a mental health professional the books in this series provide concise, jargon-free summaries of research evidence for a variety of non-medication treatments you can refer to when advising clients about safe, effective approaches for treating many common mental health problems. An appendix with links to valuable internet resources is included to help you find quality brands of natural supplements and important safety information.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Author : Adam Bohr,Kaveh Memarzadeh
Publisher : Academic Press
Release Date : 2020-06-21
Category : Computers
Total pages :378
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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

Digital Interventions in Mental Health: Current Status and Future Directions

Digital Interventions in Mental Health: Current Status and Future Directions
Author : Elias Aboujaoude,Lina Gega,Michelle Burke Parish,Donald M. Hilty
Publisher : Frontiers Media SA
Release Date : 2020-04-01
Category :
Total pages :129
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Technology and Mental Health

Technology and Mental Health
Author : Greg M. Reger
Publisher : Routledge
Release Date : 2020-10-13
Category : Psychology
Total pages :294
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Technology and Mental Health provides mental health clinicians with expert, practical, clinical advice on the questions and considerations associated with the adoption of mental health technology tools in the computer age. Increasingly, clinicians want to use technology to provide clients support through smartphones and mobile applications or to reach clients in remote or rural areas. However, using these tools in practice raises many practical and ethical questions. The book explains current technological developments in therapy, including mobile apps, telemental health, and virtual reality programs. Each chapter gives real-world guidance on adopting and using technology interventions, and the book spans a wide range of populations. Providers are introduced to the evidence supporting various technology-based interventions and areas for future development. Combining theory, research, and case studies, this practical guide teaches clinicians how to integrate technology into therapeutic interventions with clients.

Artificial Intelligence in Precision Health

Artificial Intelligence in Precision Health
Author : Debmalya Barh
Publisher : Academic Press
Release Date : 2020-03-04
Category : Business & Economics
Total pages :544
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Artificial Intelligence in Precision Health: From Concept to Applications provides a readily available resource to understand artificial intelligence and its real time applications in precision medicine in practice. Written by experts from different countries and with diverse background, the content encompasses accessible knowledge easily understandable for non-specialists in computer sciences. The book discusses topics such as cognitive computing and emotional intelligence, big data analysis, clinical decision support systems, deep learning, personal omics, digital health, predictive models, prediction of epidemics, drug discovery, precision nutrition and fitness. Additionally, there is a section dedicated to discuss and analyze AI products related to precision healthcare already available. This book is a valuable source for clinicians, healthcare workers, and researchers from diverse areas of biomedical field who may or may not have computational background and want to learn more about the innovative field of artificial intelligence for precision health. Provides computational approaches used in artificial intelligence easily understandable for non-computer specialists Gives know-how and real successful cases of artificial intelligence approaches in predictive models, modeling disease physiology, and public health surveillance Discusses the applicability of AI on multiple areas, such as drug discovery, clinical trials, radiology, surgery, patient care and clinical decision support

Frontiers in Psychiatry

Frontiers in Psychiatry
Author : Yong-Ku Kim
Publisher : Springer Nature
Release Date : 2019-11-09
Category : Science
Total pages :641
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This book reviews key recent advances and new frontiers within psychiatric research and clinical practice. These advances either represent or are enabling paradigm shifts in the discipline and are influencing how we observe, derive and test hypotheses, and intervene. Progress in information technology is allowing the collection of scattered, fragmented data and the discovery of hidden meanings from stored data, and the impacts on psychiatry are fully explored. Detailed attention is also paid to the applications of artificial intelligence, machine learning, and data science technology in psychiatry and to their role in the development of new hypotheses, which in turn promise to lead to new discoveries and treatments. Emerging research methods for precision medicine are discussed, as are a variety of novel theoretical frameworks for research, such as theoretical psychiatry, the developmental approach to the definition of psychopathology, and the theory of constructed emotion. The concluding section considers novel interventions and treatment avenues, including psychobiotics, the use of neuromodulation to augment cognitive control of emotion, and the role of the telomere-telomerase system in psychopharmacological interventions.

Personalized Psychiatry

Personalized Psychiatry
Author : Bernhard Baune
Publisher : Academic Press
Release Date : 2019-10-16
Category : Medical
Total pages :604
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Personalized Psychiatry presents the first book to explore this novel field of biological psychiatry that covers both basic science research and its translational applications. The book conceptualizes personalized psychiatry and provides state-of-the-art knowledge on biological and neuroscience methodologies, all while integrating clinical phenomenology relevant to personalized psychiatry and discussing important principles and potential models. It is essential reading for advanced students and neuroscience and psychiatry researchers who are investigating the prevention and treatment of mental disorders. Combines neurobiology with basic science methodologies in genomics, epigenomics and transcriptomics Demonstrates how the statistical modeling of interacting biological and clinical information could transform the future of psychiatry Addresses fundamental questions and requirements for personalized psychiatry from a basic research and translational perspective

Technology and Mental Health

Technology and Mental Health
Author : Greg M. Reger
Publisher : Routledge
Release Date : 2020-10-13
Category : Psychology
Total pages :294
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Technology and Mental Health provides mental health clinicians with expert, practical, clinical advice on the questions and considerations associated with the adoption of mental health technology tools in the computer age. Increasingly, clinicians want to use technology to provide clients support through smartphones and mobile applications or to reach clients in remote or rural areas. However, using these tools in practice raises many practical and ethical questions. The book explains current technological developments in therapy, including mobile apps, telemental health, and virtual reality programs. Each chapter gives real-world guidance on adopting and using technology interventions, and the book spans a wide range of populations. Providers are introduced to the evidence supporting various technology-based interventions and areas for future development. Combining theory, research, and case studies, this practical guide teaches clinicians how to integrate technology into therapeutic interventions with clients.

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
Author : David Riaño,Szymon Wilk,Annette ten Teije
Publisher : Springer
Release Date : 2019-06-19
Category : Computers
Total pages :429
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This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019. The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.

The AI Book

The AI Book
Author : Ivana Bartoletti,Anne Leslie,Shân M. Millie
Publisher : John Wiley & Sons
Release Date : 2020-04-09
Category : Business & Economics
Total pages :304
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Written by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative volume and explains what artifical intelligence really means and how it can be used across financial services today. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: · Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI · AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today’s Financial Services Industry · The future state of financial services and capital markets – what’s next for the real-world implementation of AITech? · The innovating customer – users are not waiting for the financial services industry to work out how AI can re-shape their sector, profitability and competitiveness · Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the ‘unbundled corporation’ & the future of work, social responsibility, sustainability, and the new leadership imperatives · Ethical considerations of deploying Al solutions and why explainable Al is so important

Machine Learning

Machine Learning
Author : Andrea Mechelli,Sandra Vieira
Publisher : Academic Press
Release Date : 2019-11-14
Category : Psychology
Total pages :408
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Machine Learning is an area of artificial intelligence involving the development of algorithms to discover trends and patterns in existing data; this information can then be used to make predictions on new data. A growing number of researchers and clinicians are using machine learning methods to develop and validate tools for assisting the diagnosis and treatment of patients with brain disorders. Machine Learning: Methods and Applications to Brain Disorders provides an up-to-date overview of how these methods can be applied to brain disorders, including both psychiatric and neurological disease. This book is written for a non-technical audience, such as neuroscientists, psychologists, psychiatrists, neurologists and health care practitioners. Provides a non-technical introduction to machine learning and applications to brain disorders Includes a detailed description of the most commonly used machine learning algorithms as well as some novel and promising approaches Covers the main methodological challenges in the application of machine learning to brain disorders Provides a step-by-step tutorial for implementing a machine learning pipeline to neuroimaging data in Python

Deep Medicine

Deep Medicine
Author : Eric Topol
Publisher : Basic Books
Release Date : 2019-03-12
Category : Health & Fitness
Total pages :400
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One of America's top doctors reveals how AI will empower physicians and revolutionize patient care Medicine has become inhuman, to disastrous effect. The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard. Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.

Emerging Technologies for Health and Medicine

Emerging Technologies for Health and Medicine
Author : Dac-Nhuong Le,Chung Van Le,Jolanda G. Tromp,Gia Nhu Nguyen
Publisher : John Wiley & Sons
Release Date : 2018-10-02
Category : Computers
Total pages :318
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With the current advances in technology innovation, the field of medicine and healthcare is rapidly expanding and, as a result, many different areas of human health diagnostics, treatment and care are emerging. Wireless technology is getting faster and 5G mobile technology allows the Internet of Medical Things (IoMT) to greatly improve patient care and more effectively prevent illness from developing. This book provides an overview and review of the current and anticipated changes in medicine and healthcare due to new technologies and faster communication between users and devices. This groundbreaking book presents state-of-the-art chapters on many subjects including: A review of the implications of VR and AR healthcare applications A review of current augmenting dental care An overview of typical human-computer interaction (HCI) that can help inform the development of user interface designs and novel ways to evaluate human behavior to responses in virtual reality (VR) and other new technologies A review of telemedicine technologies Building empathy in young children using augmented reality AI technologies for mobile health of stroke monitoring & rehabilitation robotics control Mobile doctor brain AI App An artificial intelligence mobile cloud computing tool Development of a robotic teaching aid for disabled children Training system design of lower limb rehabilitation robot based on virtual reality