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Artificial Intelligence in Behavioral and Mental Health Care

Artificial Intelligence in Behavioral and Mental Health Care
A Book

by David D. Luxton

  • Publisher : Academic Press
  • Release : 2015-09-10
  • Pages : 308
  • ISBN : 0128007923
  • Language : En, Es, Fr & De
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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
A Clinician's Guide to Improving Outcomes

by Greg M. Reger

  • Publisher : Routledge
  • Release : 2020-10-13
  • Pages : 294
  • ISBN : 042967032X
  • Language : En, Es, Fr & De
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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.

Multiple Perspectives on Artificial Intelligence in Healthcare

Multiple Perspectives on Artificial Intelligence in Healthcare
Opportunities and Challenges

by Mowafa Househ

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 129
  • ISBN : 3030673030
  • Language : En, Es, Fr & De
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Healthcare Informatics for Fighting COVID-19 and Future Epidemics

Healthcare Informatics for Fighting COVID-19 and Future Epidemics
A Book

by Lalit Garg

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 129
  • ISBN : 3030727521
  • Language : En, Es, Fr & De
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Ethical Dimensions of Commercial and DIY Neurotechnologies

Ethical Dimensions of Commercial and DIY Neurotechnologies
A Book

by Elisabeth Hildt

  • Publisher : Academic Press
  • Release : 2020-03
  • Pages : 300
  • ISBN : 0128161817
  • Language : En, Es, Fr & De
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Ethical Dimensions of Commercial and DIY Neurotechnologies Volume Three, the latest release in the Developments in Neuroethics and Bioethics series, highlights new advances in the field, with this new volume presenting interesting chapters on timely topics surrounding neuroethics and bioethics. Each chapter is written by an international board of authors.

Intelligence-Based Medicine

Intelligence-Based Medicine
Artificial Intelligence and Human Cognition in Clinical Medicine and Healthcare

by Anthony C. Chang

  • Publisher : Academic Press
  • Release : 2020-06-27
  • Pages : 534
  • ISBN : 0128233389
  • Language : En, Es, Fr & De
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Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in a myriad of subspecialties and imagined of the future Delineates the necessary elements for successful implementation of artificial intelligence in medicine and healthcare

Deep Learning for Medical Decision Support Systems

Deep Learning for Medical Decision Support Systems
A Book

by Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut

  • Publisher : Springer Nature
  • Release : 2020-06-17
  • Pages : 171
  • ISBN : 981156325X
  • Language : En, Es, Fr & De
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This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine. Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.

Encyclopedia of Artificial Intelligence: The Past, Present, and Future of AI

Encyclopedia of Artificial Intelligence: The Past, Present, and Future of AI
A Book

by Philip L. Frana,Michael J. Klein

  • Publisher : ABC-CLIO
  • Release : 2021-04-07
  • Pages : 378
  • ISBN : 1440853274
  • Language : En, Es, Fr & De
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This authoritative reference work will provide readers with a complete overview of artificial intelligence (AI), including its historic development and current status; existing and projected AI applications; and present and potential future impact on the United States and the world. Some people believe that artificial intelligence (AI) will revolutionize modern life in ways that improve human existence. Others say that the promise of AI is overblown. Still others contend that AI applications could pose a grave threat to the economic security of millions of people by taking their jobs and otherwise rendering them "obsolete"—or, even worse, that AI could actually spell the end of the human race. This volume will help users understand the reasons AI development has both spirited defenders and alarmed critics; explain theories and innovations like Moore's Law, mindcloning, and Technological Singularity that drive AI research and debate; and give readers the information they need to make their own informed judgment about the promise and peril of this technology. All of this coverage is presented using language and terminology accessible to a lay audience. Introduction explaining the historical evolution of AI Chronology of important AI-related events Authoritative entries on leading pioneers, entrepreneurs, and thinkers; AI concepts and theories; AI's potential impact on different facets of society; and major movies and other cultural touchstones exploring AI technology

Emerging Technologies in Healthcare

Emerging Technologies in Healthcare
A Book

by Matthew N. O. Sadiku,Rotimi A. K. Jaiyesimi,Joyce B. Idehen,Sarhan M. Musa

  • Publisher : AuthorHouse
  • Release : 2021-10-05
  • Pages : 316
  • ISBN : 1665528427
  • Language : En, Es, Fr & De
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Health is regarded as one of the global challenges for mankind. Healthcare is a complex system that covers processes of diagnosis, treatment, and prevention of diseases. It constitutes a fundamental pillar of the modern society. Modern healthcare is technological healthcare. Technology is everywhere. This book focuses on twenty-one emerging technologies in the healthcare industry. An emerging technology is one that holds the promise of creating a new economic engine and is trans-industrial. Emerging technological trends are rapidly transforming businesses in general and healthcare in particular in ways that we find hard to imagine. Artificial intelligence (AI), machine learning, robots, blockchain, cloud computing, Internet of things (IoT), and augmented & virtual reality are some of the technologies at the heart of this revolution and are covered in this book. The convergence of these technologies is upon us and will have a huge impact on the patient experience

Mind and Brain

Mind and Brain
Bridging Neurology and Psychiatry

by Vida Demarin

  • Publisher : Springer Nature
  • Release : 2020-02-13
  • Pages : 135
  • ISBN : 3030386066
  • Language : En, Es, Fr & De
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This book discusses the link between the brain and the mind. Adopting an evidence-based neuropsychiatry approach while also touching on philosophical aspects, it examines the association between diseases of the brain and mental health, offering comprehensive insights into the emerging new discipline of psychoneuroendocrinoimmunology and its translation to clinical practice. The book particularly focuses on brain plasticity and on explaining the ability of the brain to learn new pathways in everyday situations and at the same time improve creativity. Written by clinicians and leading experts in the field of brain physiology and pathology, this book is a valuable resource for medical professionals and postgraduate students.

EEG Sensor Data Analysis for Mental Health Assessment

EEG Sensor Data Analysis for Mental Health Assessment
A Book

by Mrunal GovindBhai Makwana

  • Publisher : Unknown Publisher
  • Release : 2017
  • Pages : 92
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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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.

Education And Awareness Of Sustainability - Proceedings Of The 3rd Eurasian Conference On Educational Innovation 2020 (Ecei 2020)

Education And Awareness Of Sustainability - Proceedings Of The 3rd Eurasian Conference On Educational Innovation 2020 (Ecei 2020)
A Book

by Charles Tijus,Teen-hang Meen,Chun-yen Chang

  • Publisher : World Scientific
  • Release : 2020-11-17
  • Pages : 1004
  • ISBN : 9811228019
  • Language : En, Es, Fr & De
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This volume represents the proceedings of the 3rd Eurasian Conference on Educational Innovation 2020 (ECEI 2020). Thes conference is organized by the International Institute of Knowledge Innovation and Invention (IIKII), and was held on February 5-7, 2020 in Hanoi, Vietnam.ECEI 2020 provides a unified communication platform for researchers in a range of topics in education innovation and other related fields. This proceedings volume enables interdisciplinary collaboration of science and engineering technologists. It is a fine starting point for establishing an international network in the academic and industrial fields.

Machine Learning and Analytics in Healthcare Systems

Machine Learning and Analytics in Healthcare Systems
Principles and Applications

by Himani Bansal,Balamurugan Balusamy,T. Poongodi,Firoz Khan KP

  • Publisher : CRC Press
  • Release : 2021-07-01
  • Pages : 274
  • ISBN : 1000406199
  • Language : En, Es, Fr & De
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This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine. It will combine the design and problem-solving skills of engineering with health sciences, in order to advance healthcare treatment. The book will include areas such as diagnosis, monitoring, and therapy. The book will provide real-world case studies, gives a detailed exploration of applications in healthcare systems, offers multiple perspectives on a variety of disciplines, while also letting the reader know how to avoid some of the consequences of old methods with data sharing. The book can be used as a reference for practitioners, researchers and for students at basic and intermediary levels in Computer Science, Electronics and Communications.

Clinical Neurotechnology meets Artificial Intelligence

Clinical Neurotechnology meets Artificial Intelligence
Philosophical, Ethical, Legal and Social Implications

by Orsolya Friedrich,Andreas Wolkenstein,Christoph Bublitz,Ralf J. Jox,Eric Racine

  • Publisher : Springer Nature
  • Release : 2021-03-03
  • Pages : 226
  • ISBN : 3030645908
  • Language : En, Es, Fr & De
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Neurotechnologies such as brain-computer interfaces (BCIs), which allow technical devices to be used with the power of thought or concentration alone, are no longer a futuristic dream or, depending on the viewpoint, a nightmare. Moreover, the combination of neurotechnologies and AI raises a host of pressing problems. Now that these technologies are about to leave the laboratory and enter the real world, these problems and implications can and should be scrutinized. This volume brings together scholars from a wide range of academic disciplines such as philosophy, law, the social sciences and neurosciences, and is unique in terms of both its focus and its methods. The latter vary considerably, and range from philosophical analysis and phenomenologically inspired descriptions to legal analysis and socio-empirical research. This diversified approach allows the book to explore the entire spectrum of philosophical, normative, legal and empirical dimensions of intelligent neurotechnologies. Philosophical and legal analyses of normative problems are complemented by a thorough empirical assessment of how BCIs and other forms of neurotechnology are being implemented, and what their measurable implications are. To take a closer look at specific neurotechnologies, a number of applications are addressed. Case studies, previously unidentified issues, and normative insights on these cases complement the rich portrait this volume provides. Clinicians, philosophers, lawyers, social scientists and engineers will greatly benefit from the collection of articles compiled in this book, which will likely become a standard reference work on the philosophy of intelligent neurotechnologies.

Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities

Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities
Case Studies in Micromachining Processes

by Gerardo Beruvides

  • Publisher : Springer
  • Release : 2018-12-14
  • Pages : 195
  • ISBN : 3030039498
  • Language : En, Es, Fr & De
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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.

Towards Smart World

Towards Smart World
Homes to Cities Using Internet of Things

by Lavanya Sharma

  • Publisher : CRC Press
  • Release : 2020-12-13
  • Pages : 342
  • ISBN : 100028493X
  • Language : En, Es, Fr & De
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Towards Smart World: Homes to Cities Using Internet of Things provides an overview of basic concepts from the rising of machines and communication to IoT for making cities smart, real-time applications domains, related technologies, and their possible solutions for handling relevant challenges. This book highlights the utilization of IoT for making cities smart and its underlying technologies in real-time application areas such as emergency departments, intelligent traffic systems, indoor and outdoor securities, automotive industries, environmental monitoring, business entrepreneurship, facial recognition, and motion-based object detection. Features The book covers the challenging issues related to sensors, detection, and tracking of moving objects, and solutions to handle relevant challenges. It contains the most recent research analysis in the domain of communications, signal processing, and computing sciences for facilitating smart homes, buildings, environmental conditions, and cities. It presents the readers with practical approaches and future direction for using IoT in smart cities and discusses how it deals with human dynamics, the ecosystem, and social objects and their relation. It describes the latest technological advances in IoT and visual surveillance with their implementations. This book is an ideal resource for IT professionals, researchers, undergraduate or postgraduate students, practitioners, and technology developers who are interested in gaining deeper knowledge and implementing IoT for smart cities, real-time applications areas, and technologies, and a possible set of solutions to handle relevant challenges. Dr. Lavanya Sharma is an Assistant Professor in the Amity Institute of Information Technology at Amity University UP, Noida, India. She has been a recipient of several prestigious awards during her academic career. She is an active nationally recognized researcher who has published numerous papers in her field.

Applying Personality-Informed Treatment Strategies to Clinical Practice

Applying Personality-Informed Treatment Strategies to Clinical Practice
A Theoretical and Practical Guide

by Bradley G Nevins

  • Publisher : Routledge
  • Release : 2020-06-09
  • Pages : 220
  • ISBN : 1000077764
  • Language : En, Es, Fr & De
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A strategic approach for positive change tailored to the unique qualities of different individuals, this text assists readers in factoring personality functioning into any psychotherapeutic undertaking, providing a guide for comprehensive Personality-Informed assessment and treatment planning. Drawing upon research from across scientific disciplines, chapters emphasize the importance of a multidisciplinary approach in effectuating enduring therapeutic change whilst dealing with clients’ unique personality styles. Also featured is Dr. Nevins’ Personality Wheel, used throughout as a framework for therapeutically addressing the problematic personality patterns, styles, or traits related to most clients' presenting problems and for constructing healthy personality change. Graduate students and professionals will benefit from the book’s key insights into the major contributing factors underlying psychological distress due to maladaptive personality patterns, styles and traits.

Human Health Engineering

Human Health Engineering
A Book

by Jean-Marie Aerts

  • Publisher : MDPI
  • Release : 2020-03-12
  • Pages : 428
  • ISBN : 3039284088
  • Language : En, Es, Fr & De
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In this Special Issue on human health engineering, we invited submissions exploring recent contributions to the field of human health engineering, which is the technology used for monitoring the physical or mental health status of individuals in a variety of applications. Contributions focused on sensors, wearable hardware, algorithms, or integrated monitoring systems. We organized the different papers according to their contributions to the main aspects of the monitoring and control engineering scheme applied to human health applications, including papers focusing on measuring/sensing physiological variables, contributions describing research on the modelling of biological signals, papers highlighting health monitoring applications, and finally examples of control applications for human health. In comparison to biomedical engineering, the field of human health engineering also covers applications on healthy humans (e.g., sports, sleep, and stress) and thus not only contributes to develop technology for curing patients or supporting chronically ill people, but also more generally for disease prevention and optimizing human well-being.

Innovation in Medicine and Healthcare Systems, and Multimedia

Innovation in Medicine and Healthcare Systems, and Multimedia
Proceedings of KES-InMed-19 and KES-IIMSS-19 Conferences

by Yen-Wei Chen,Alfred Zimmermann,Robert J. Howlett,Lakhmi C. Jain

  • Publisher : Springer
  • Release : 2019-06-05
  • Pages : 619
  • ISBN : 9811385661
  • Language : En, Es, Fr & De
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This book contains the proceedings of the KES International conferences on Innovation in Medicine and Healthcare (KES-InMed-19) and Intelligent Interactive Multimedia Systems and Services (KES-IIMSS-19), held on 17–19 June 2019 and co-located in St. Julians, on the island of Malta, as part of the KES Smart Digital Futures 2019 multi-theme conference. The major areas covered by KES-InMed-19 include: Digital IT Architecture in Healthcare; Advanced ICT for Medical and Healthcare; Biomedical Engineering, Trends, Research and Technologies and Healthcare Support System. The major areas covered by KES-IIMSS-19 were: Interactive Technologies; Artificial Intelligence and Data Analytics; Intelligent Services and Architectures and Applications. This book is of use to researchers in these vibrant areas, managers, industrialists and anyone wishing to gain an overview of the latest research in these fields.

Critical Dialogues in the Medical Humanities

Critical Dialogues in the Medical Humanities
A Book

by Emma Domínguez-Rué

  • Publisher : Cambridge Scholars Publishing
  • Release : 2019-06-21
  • Pages : 241
  • ISBN : 1527536270
  • Language : En, Es, Fr & De
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This volume illustrates ongoing discussions in and about the medical humanities with studies on different approaches to the relationship between medical science and practice and the humanities, including reflections based on fiction, art, history, socio-economic and political concerns, architecture and natural landscapes. The book explores the ways in which healthcare and medical practice can be positively influenced by removing the focus from the technical knowledge of the medical practitioner. It offers innovative perspectives on spaces for healing, traces attitudes and beliefs in relation to illnesses and their treatment throughout history (including intimations of the future), and interrogates cultural attitudes to illness, doctoring and patients through the lens of fiction. Based on the premise that more interdisciplinary work between medical and non-medical professionals is needed, the chapters contained in this volume contribute to an ongoing dialogue between medicine and the humanities that continues to enrich both disciplines.