June 12, 2021

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

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.

EEG Sensor Data Analysis for Mental Health Assessment

EEG Sensor Data Analysis for Mental Health Assessment
Author : Mrunal GovindBhai Makwana
Publisher : Unknown
Release Date : 2017
Category :
Total pages :92
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A very interesting field of Computer Science called Artificial Intelligence is concerned with the study and design of intelligent machines and applications. Advanced AI technologies are already at work around us in almost all areas, and medical science is not left behind. The relationship between Computer Science and Medical Science is not new, there are thousands of computer aided diagnostic tools available across the world to identify patient’s health issues. A common and burdensome problem concerned with human beings is mental health or psychological disorders such as depression. The symptoms of mental health, specifically depression, appear mostly as behavioral. Studies say that Electroencephalogram (EEG) may be used as a tool to diagnosis a human’s mental or behavioral health. The behavioral and mental healthcare fields are also benefitting from advancements in AI. The objective of this study is to assess the human’s mental health based on 5 main brainwave signals collected using an EEG sensor. The objective of this study was twofold, first to collect the brain signals data of a human being in their different states of mind, and second using those data to train Machine Learning and Deep Learning techniques. The complex, non-linear and non-stationary EEG signals are very tedious to interpret visually and it is highly difficult to extract the significant features from them. Hence, nonlinear dynamic methods are used in extracting the EEG signal for computer aided diagnosis of mental health. Data has been collected for some time based on the specified mood status which are considered as dependent on each other within a certain time period. A powerful type of neural network called Recurrent Neural Network which is designed to handle sequence dependence, is used in this study, as well as the Long Short-Term Memory network or LSTM network. Prediction had the highest accuracy using standard neural network when focusing on only happy/ sad states, but accuracy varied with LSTM using ‘tanh’ and ‘softmax’ activation functions.

Personalized Psychiatry

Personalized Psychiatry
Author : Ives Cavalcante Passos,Benson Mwangi,Flávio Kapczinski
Publisher : Springer
Release Date : 2019-02-12
Category : Medical
Total pages :180
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This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of years lost to disability. The high morbidity and mortality related to these conditions are proportional to the potential for overall health gains if mental disorders can be more effectively diagnosed and treated. In order to fill these gaps, analysis in science, industry, and government seeks to use big data for a variety of problems, including clinical outcomes and diagnosis in psychiatry. Multiple mental healthcare providers and research laboratories are increasingly using large data sets to fulfill their mission. Briefly, big data is characterized by high volume, high velocity, variety and veracity of information, and to be useful it must be analyzed, interpreted, and acted upon. As such, focus has to shift to new analytical tools from the field of machine learning that will be critical for anyone practicing medicine, psychiatry and behavioral sciences in the 21st century. Big data analytics is gaining traction in psychiatric research, being used to provide predictive models for both clinical practice and public health systems. As compared with traditional statistical methods that provide primarily average group-level results, big data analytics allows predictions and stratification of clinical outcomes at an individual subject level. Personalized Psychiatry – Big Data Analytics in Mental Health provides a unique opportunity to showcase innovative solutions tackling complex problems in mental health using big data and machine learning. It represents an interesting platform to work with key opinion leaders to document current achievements, introduce new concepts as well as project the future role of big data and machine learning in mental health.

Technology in Mental Health Care Delivery Systems

Technology in Mental Health Care Delivery Systems
Author : Joseph B. Sidowski,James Harding Johnson,Thomas W. Williams,Thomas Arthur Williams,Thomas A. Williams
Publisher : Ablex Pub
Release Date : 1980
Category : Social Science
Total pages :337
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Data Driven Information Systems Development for Health-positive Behavior and Mental Wellbeing

Data Driven Information Systems Development for Health-positive Behavior and Mental Wellbeing
Author : Max-Marcel Theilig
Publisher : Unknown
Release Date : 2020
Category :
Total pages :129
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World Meetings. Social & Behavioral Sciences, Human Services & Management

World Meetings. Social & Behavioral Sciences, Human Services & Management
Author : Anonim
Publisher : Unknown
Release Date : 1990
Category : Congresses and conventions
Total pages :129
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Biology Digest

Biology Digest
Author : Anonim
Publisher : Unknown
Release Date : 1988
Category : Biology
Total pages :129
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Behavior & Society

Behavior & Society
Author : Anonim
Publisher : Unknown
Release Date : 1979
Category : Social sciences
Total pages :129
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Computers in Human Behavior

Computers in Human Behavior
Author : Anonim
Publisher : Unknown
Release Date : 1989
Category : Behavior
Total pages :129
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Occupational Outlook Handbook

Occupational Outlook Handbook
Author : Anonim
Publisher : JIST Works
Release Date : 1996-05
Category : Labor supply
Total pages :505
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A reprint of the U.S. Dept. of Labor's Occupational Outlook Handbook, 1996-97 edition.

New Jersey Occupational Outlook Handbook

New Jersey Occupational Outlook Handbook
Author : Anonim
Publisher : Unknown
Release Date : 1995
Category : Labor supply
Total pages :129
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Technology and Health

Technology and Health
Author : Jihyun Kim,Hayeon Song
Publisher : Academic Press
Release Date : 2020-03-06
Category : Computers
Total pages :428
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Technology and Health: Promoting Attitude and Behavior Change examines how technology can be used to promote healthier attitudes and behavior. The book discusses technology as a tool to deliver media content. This book synthesizes theory-driven research with implications for research and practice. It covers a range of theories and technology in diverse health contexts. The book covers why and how specific technologies, such as virtual reality, augmented reality, mobile games, and social media, are effective in promoting good health. The book additionally suggests how technology should be designed, utilized, and evaluated for health interventions. Includes new technologies to improve both mental and physical health Examines technologies in relation to cognitive change Discusses persuasion as a tool for behavioral and attitudinal changes Provides theoretical frameworks for the effective use of technology

Information Support to Mental Health Programs

Information Support to Mental Health Programs
Author : Eugene M. Laska,Walter Gulbinat,Darrel A. Regier
Publisher : Unknown
Release Date : 1983
Category : Political Science
Total pages :310
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Occupational Health and Industrial Medicine

Occupational Health and Industrial Medicine
Author : Anonim
Publisher : Unknown
Release Date : 1993
Category : Industrial hygiene
Total pages :129
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