Affective Computing Applications Using Artificial Intelligence in Healthcare PDF Download
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Author: M. Murugappan
Publisher:
ISBN: 9781839537318
Category : Computers
Languages : en
Pages : 0
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Book Description
This book provides an overview of affective computing applications in healthcare using AI and IoT. This book covers modelling methods, frameworks, and algorithms used for human affect detection using biosignal/image processing methods.
Author: M. Murugappan
Publisher:
ISBN: 9781839537318
Category : Computers
Languages : en
Pages : 0
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Book Description
This book provides an overview of affective computing applications in healthcare using AI and IoT. This book covers modelling methods, frameworks, and algorithms used for human affect detection using biosignal/image processing methods.
Author: M. Murugappan
Publisher: IPEM-IOP Series in Physics and Engineering in Medicine and Biology
ISBN: 9780750351805
Category :
Languages : en
Pages : 0
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Book Description
The healthcare applications of affective computing are gaining traction as biomedical signals are being increasingly used in system design and development. Affective computing and its applications in healthcare are presented in this book during a time of great advancement in machine learning and deep learning algorithms.
Author: Ilias Maglogiannis
Publisher: Springer Nature
ISBN: 3662611147
Category : Technology & Engineering
Languages : en
Pages : 169
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Book Description
This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.
Author: David D. Luxton
Publisher: Academic Press
ISBN: 0128007923
Category : Psychology
Languages : en
Pages : 308
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Book Description
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
Author: Adam Bohr
Publisher: Academic Press
ISBN: 0128184396
Category : Computers
Languages : en
Pages : 385
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Book Description
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
Author: David Goldbloom
Publisher: Simon and Schuster
ISBN: 1501184881
Category : Health & Fitness
Languages : en
Pages : 224
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Book Description
A leading psychiatrist and expert reveals important issues in mental health care today and introduces innovations to revolutionize and improve mental health for everyone. Mental health care systems are falling short and the consequences, for individuals and societies, are dire. In this urgent book, celebrated psychiatrist and mental health care advocate Dr. David Goldbloom outlines proven innovations in medicine and health care delivery that we all could benefit from today. Using fictional—but all too real—examples of people suffering from various mental illnesses, from depression to opioid addiction, and drawn from his real-life experiences in this field, Dr. Goldbloom shows barriers to care and other faults in mental health care systems. He then reveals simple, yet startlingly effective tools for improving access and treatment that can help people now—if we only had the will to share, use, and fund these (and more) brilliant innovations: -Self-referrals for faster access to care -Apps and e-tools for treatment, rehabilitation, and self-monitoring between appointments -Remote coaching for effectively treating common childhood problems -Integrated youth services to improve early intervention -Personalized care to ensure treatments don’t fail patients -Rapid-access housing for the homeless and mentally ill so they can begin a journey of care While technologies such as smart phones and genetic testing play a role, these innovations are about people. They address waiting times to see specialists, the lack of coordination between health care institutions, and the stigma that often comes with seeking help—even stigma among health care providers. They broaden the definition of what mental health care can even be, such as providing housing, or low-intensity training for day-to-day life. Smart, candid, personal, and persuasive, this new book is a timely call for better access to and quality of help—a roadmap to better well-being for everyone.
Author: Leimin Tian
Publisher: Morgan & Claypool
ISBN: 1450395937
Category : Computers
Languages : en
Pages : 308
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Book Description
Affective computing is a nascent field situated at the intersection of artificial intelligence with social and behavioral science. It studies how human emotions are perceived and expressed, which then informs the design of intelligent agents and systems that can either mimic this behavior to improve their intelligence or incorporate such knowledge to effectively understand and communicate with their human collaborators. Affective computing research has recently seen significant advances and is making a critical transformation from exploratory studies to real-world applications in the emerging research area known as applied affective computing. This book offers readers an overview of the state-of-the-art and emerging themes in affective computing, including a comprehensive review of the existing approaches to affective computing systems and social signal processing. It provides in-depth case studies of applied affective computing in various domains, such as social robotics and mental well-being. It also addresses ethical concerns related to affective computing and how to prevent misuse of the technology in research and applications. Further, this book identifies future directions for the field and summarizes a set of guidelines for developing next-generation affective computing systems that are effective, safe, and human-centered. For researchers and practitioners new to affective computing, this book will serve as an introduction to the field to help them in identifying new research topics or developing novel applications. For more experienced researchers and practitioners, the discussions in this book provide guidance for adopting a human-centered design and development approach to advance affective computing.
Author: Vallverd£, Jordi
Publisher: IGI Global
ISBN: 1605663557
Category : Technology & Engineering
Languages : en
Pages : 598
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Book Description
"This book focuses on the integration of emotions into artificial environments such as computers and robotics"--Provided by publisher.
Author: Gonçalo Marques
Publisher: Springer Nature
ISBN: 3030701115
Category : Technology & Engineering
Languages : en
Pages : 359
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Book Description
In recent years, new applications on computer-aided technologies for telemedicine have emerged. Therefore, it is essential to capture this growing research area concerning the requirements of telemedicine. This book presents the latest findings on soft computing, artificial intelligence, Internet of Things and related computer-aided technologies for enhanced telemedicine and e-health. Furthermore, this volume includes comprehensive reviews describing procedures and techniques, which are crucial to support researchers in the field who want to replicate these methodologies in solving their related research problems. On the other hand, the included case studies present novel approaches using computer-aided methods for enhanced telemedicine and e-health. This volume aims to support future research activities in this domain. Consequently, the content has been selected to support not only academics or engineers but also to be used by healthcare professionals.
Author: Andrew McStay
Publisher: SAGE
ISBN: 1526451301
Category : Social Science
Languages : en
Pages : 276
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Book Description
What happens when media technologies are able to interpret our feelings, emotions, moods, and intentions? In this cutting edge new book, Andrew McStay explores that very question and argues that these abilities result in a form of technological empathy. Offering a balanced and incisive overview of the issues raised by ‘Emotional AI’, this book: Provides a clear account of the social benefits and drawbacks of new media trends and technologies such as emoji, wearables and chatbots Demonstrates through empirical research how ‘empathic media’ have been developed and introduced both by start-ups and global tech corporations such as Facebook Helps readers understand the potential implications on everyday life and social relations through examples such as video-gaming, facial coding, virtual reality and cities Calls for a more critical approach to the rollout of emotional AI in public and private spheres Combining established theory with original analysis, this book will change the way students view, use and interact with new technologies. It should be required reading for students and researchers in media, communications, the social sciences and beyond.
