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Advances In Electrodermal Activity Processing With Applications For Mental Health
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Book Synopsis Advances in Electrodermal Activity Processing with Applications for Mental Health by : Alberto Greco
Download or read book Advances in Electrodermal Activity Processing with Applications for Mental Health written by Alberto Greco and published by Springer. This book was released on 2016-11-17 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores Autonomic Nervous System (ANS) dynamics as investigated through Electrodermal Activity (EDA) processing. It presents groundbreaking research in the technical field of biomedical engineering, especially biomedical signal processing, as well as clinical fields of psychometrics, affective computing, and psychological assessment. This volume describes some of the most complete, effective, and personalized methodologies for extracting data from a non-stationary, nonlinear EDA signal in order to characterize the affective and emotional state of a human subject. These methodologies are underscored by discussion of real-world applications in mood assessment. The text also examines the physiological bases of emotion recognition through noninvasive monitoring of the autonomic nervous system. This is an ideal book for biomedical engineers, physiologists, neuroscientists, engineers, applied mathmeticians, psychiatric and psychological clinicians, and graduate students in these fields. This book also: Expertly introduces a novel approach for EDA analysis based on convex optimization and sparsity, a topic of rapidly increasing interest Authoritatively presents groundbreaking research achieved using EDA as an exemplary biomarker of ANS dynamics Deftly explores EDA's potential as a source of reliable and effective markers for the assessment of emotional responses in healthy subjects, as well as for the recognition of pathological mood states in bipolar patients
Book Synopsis Advances in Neuroergonomics and Cognitive Engineering by : Hasan Ayaz
Download or read book Advances in Neuroergonomics and Cognitive Engineering written by Hasan Ayaz and published by Springer. This book was released on 2019-06-11 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a broad perspective on the field of cognitive engineering and neuroergonomics, covering emerging practices and future trends toward the harmonious integration of human operators and computer systems. It presents novel theoretical findings on mental workload and stress, activity theory, human reliability, error and risk, and neuroergonomic measures alike, together with a wealth of cutting-edge applications. Further, the book describes key advances in our understanding of cognitive processes, including mechanisms of perception, memory, reasoning, and motor response, with a special emphasis on their role in interactions between humans and other elements of computer-based systems. Based on the AHFE 2019 affiliated conference on Neuroergonomics and Cognitive Engineering, held on July 24-28, 2019, in Washington D.C., USA, it provides readers with a comprehensive overview of the current challenges in cognitive computing and factors influencing human performance.
Book Synopsis Intelligent Systems and Applications by : Kohei Arai
Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer. This book was released on 2018-11-07 with total page 1292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering the Proceedings of the 2018 Intelligent Systems Conference (IntelliSys 2018), this book offers a remarkable collection of chapters covering a wide range of topics in intelligent systems and computing, and their real-world applications. The Conference attracted a total of 568 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer review process, after which 194 (including 13 poster papers) were selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made it possible to tackle many problems more effectively. This branching out of computational intelligence in several directions, and the use of intelligent systems in everyday applications, have created the need for such an international conference, which serves as a venue for reporting on cutting-edge innovations and developments. This book collects both theory and application-based chapters on all aspects of artificial intelligence, from classical to intelligent scope. Readers are sure to find the book both interesting and valuable, as it presents state-of-the-art intelligent methods and techniques for solving real-world problems, along with a vision of future research directions.
Book Synopsis Electrochemical Impedance Spectroscopy by : Marwa El-Azazy
Download or read book Electrochemical Impedance Spectroscopy written by Marwa El-Azazy and published by BoD – Books on Demand. This book was released on 2020-12-16 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrochemical Impedance Spectroscopy is a compendium of contributions from experts in the field of electrochemical impedance spectroscopy (EIS). This compilation of investigations and reviews addresses the groundbreaking applications of EIS in different fields. An array of exploitations are revealed throughout this book such as the use of EIS in monitoring and controlling of corrosion, in medicine where accurate information on fluid distribution is needed as well as environmental applications in food, water, and drug analyses. Competency of EIS as an approach compared to the traditional electrochemical techniques is assessed in almost every application. This book, therefore, is a valuable reference for students, researchers, and anyone interested in electrochemical impedance spectroscopy.
Book Synopsis Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics by : Triwiyanto
Download or read book Proceedings of the 1st International Conference on Electronics, Biomedical Engineering, and Health Informatics written by Triwiyanto and published by Springer Nature. This book was released on 2021-04-16 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Conference proceeding presents high-quality peer-reviewed papers from the International Conference on Electronics, Biomedical Engineering, and Health Informatics (ICEBEHI) 2020 held at Surabaya, Indonesia. The contents are broadly divided into three parts: (i) Electronics, (ii) Biomedical Engineering, and (iii) Health Informatics. The major focus is on emerging technologies and their applications in the domain of biomedical engineering. It includes papers based on original theoretical, practical, and experimental simulations, development, applications, measurements, and testing. Featuring the latest advances in the field of biomedical engineering applications, this book serves as a definitive reference resource for researchers, professors, and practitioners interested in exploring advanced techniques in the field of electronics, biomedical engineering, and health informatics. The applications and solutions discussed here provide excellent reference material for future product development.
Book Synopsis Progress in Electrodermal Research by : Jean-Claude Roy
Download or read book Progress in Electrodermal Research written by Jean-Claude Roy and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrodennal activity refers to electrical changes across the skin in areas of the body that are psychologically responsive. The eccrine sweat glands are the primary detenninant of electrodennal activity, and these are psychologically active especially on the palms of the hands and the soles of the feet. As a matter of convenience, electrodennal activity is most often recorded from the palms. Over the years, the electrodennal response has been known as the psychogalvanic reflex, the galvanic skin response, the skin resistance response, the skin conductance response, and the skin potential response. The tenns psychogalvanic reflex and galvanic skin response have fallen into disuse among scientists, but are still to be found in psychology text books. of its early discovery, ease of measurement, and often easily observable Because response to experimental manipulations, the recording of electrodennal activity is one of the most frequently used methods in psychophysiology. Indeed, in the early years following the founding of the Society for Psychophysiological Research, electrodennal research so dominated the field that people worried that the society was simply an electrodennal society. Although other psychophysiological techniques have emerged as equally strong contributors to psychophysiology, electrodennal research continues to be important throughout the world. As a result of this massive research investment, there has been great progress in understanding electrodennal phenomena, as well as major advances in recording methods since the phenomenon was discovered.
Book Synopsis Electrodermal Activity by : Wolfram Boucsein
Download or read book Electrodermal Activity written by Wolfram Boucsein and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrodermal activity is one of the most frequently used psychophysiological evaluations in psychology research. Based on the 1992 edition of this work Electrodermal Activity covers advances in the field since the first publication in 1992. The current volume includes updated information on brain imaging techniques such as PET and fMRI, which provide further insight into the brain mechanisms underlying EDA. In addition, this volume is able to describe more reliably hypotheses that have been successfully tested since the first publication.
Book Synopsis Wearables in Healthcare by : Paolo Perego
Download or read book Wearables in Healthcare written by Paolo Perego and published by Springer Nature. This book was released on 2021-05-04 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the Second EAI International Conference on Wearables in Healthcare, HealthWear 2020. Due to COVID-19 pandemic the conference was held virtually. The 16 revised full papers were carefully reviewed and selected from 40 submissions. They focus on wearable devices and systems for healthcare and wellbeing. The papers are organized in topical sections as follows: PPG and algorithms focusing on photoplethysmography, PPG monitoring and cardiorespiratory measurement. The next section focus on IoT and smart sensors on the use of wearable devices and systems for Internet of Medical Things application. The third section is a new session introducing wearable applications. This track focuses on the intrinsic multidisciplinary of wearable devices, and includes works on methodology and design aspect of wearable research.
Book Synopsis Structural Equation Models by : J. Christopher Westland
Download or read book Structural Equation Models written by J. Christopher Westland and published by Springer. This book was released on 2019-04-05 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM’s development in its proper historical context–essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEM’s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.
Book Synopsis Electrodermal Activity in Psychological Research by : William Prokasy
Download or read book Electrodermal Activity in Psychological Research written by William Prokasy and published by Elsevier. This book was released on 2012-12-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrodermal Activity in Psychological Research summarizes the methodological problems involved in the application of electrodermal activity as a dependent variable to basic psychophysiological research. The approach of this nine-chapter book is generally from the molecular to the molar in sequence of chapters, from basic to applied research, and from the more elementary to the more complex independent variable manipulation. This book covers first the terminology, recording and measuring techniques, electronic circuits, and current theories of the physiological mechanisms of electrodermal responding. The following chapters deal with the theories of attention and arousal; the indices of electrodermal activity and their relationships to these theories; the problems of measurement and control; and the effects of various independent variable manipulation on simple and differential conditioning performance. The discussions then shift to instrumental conditioning of electrodermal activity and the use of electrodermal measures in research on personality and pathological states, such as with schizophrenics, retardates, depressives, psychotherapy, central nervous system damage, anxiety, and introversion-extroversion. This text further considers the presumed mechanisms underlying systematic desensitization and the relationship of these mechanisms to electrodermal activity. A chapter explores the several widely divergent areas of social psychological research where electrodermal activity has been applied as a dependent variable, including in attitude, empathy, small groups, and social interactions. The concluding chapter evaluates the scientific basis for the application of electrodermal measures to deception detection field.
Book Synopsis Electrodermal Activity by : Wolfram Boucsein
Download or read book Electrodermal Activity written by Wolfram Boucsein and published by Springer Science & Business Media. This book was released on 2012-02-02 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrodermal activity is one of the most frequently used psychophysiological evaluations in psychology research. Based on the 1992 edition of this work Electrodermal Activity covers advances in the field since the first publication in 1992. The current volume includes updated information on brain imaging techniques such as PET and fMRI, which provide further insight into the brain mechanisms underlying EDA. In addition, this volume is able to describe more reliably hypotheses that have been successfully tested since the first publication.
Book Synopsis Psychophysiological Methods in Language Research by : Bahiyyih Hardacre
Download or read book Psychophysiological Methods in Language Research written by Bahiyyih Hardacre and published by Rowman & Littlefield. This book was released on 2020-11-12 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychophysiological Methods in Language Research: Rethinking Embodiment in Studies of Linguistic Behaviors by Bahiyyih Hardacreis a guide for adopting a transdisciplinary and multidimensional approach to language research. Language research areas that could benefit from psychophysiological methods are first/second/foreign language learning, teaching, use, assessment, performance, anxiety, motivation, attitudes, ideologies, perceptions, and identities, among others. To aid researchers in deciding on a suitable physiological measurement method, this book provides an overview of each of the most popular physiological measurements today, along with their potential applications in language research. Bahiyyih Hardacre explains what each of the physiological methods can tell us, illustrates how each physiological method can inform language research by citing a few language studies that used that particular measurement, and provides information about the appropriate procedures for data collection and data processing.
Book Synopsis Advances in Artificial Intelligence by : Kunal Pal
Download or read book Advances in Artificial Intelligence written by Kunal Pal and published by Elsevier. This book was released on 2024-06-03 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in health care has become one of the best assisting techniques for clinicians in proper diagnosis and surgery. In biomedical applications, artificial intelligence algorithms are explored for bio-signals such as electrocardiogram (ECG/ EKG), electrooculogram (EOG), electromyogram (EMG), electroencephalogram (EEG), blood pressure, heart rate, nerve conduction, etc., and for bio-imaging modalities, such as Computed Tomography (CT), Cone-Beam Computed Tomography (CBCT), MRI (Magnetic Resonance Imaging), etc. Advancements in Artificial intelligence and big data has increased the development of innovative medical devices in health care applications. Recent Advances in Artificial Intelligence: Medical Applications provides an overview of artificial intelligence in biomedical applications including both bio-signals and bio-imaging modalities. The chapters contain a mathematical formulation of algorithms and their applications in biomedical field including case studies. Biomedical engineers, advanced students, and researchers can use this book to apply their knowledge in artificial intelligence-based processes to biological signals, implement mathematical models and advanced algorithms, as well as develop AI-based medical devices. Covers the recent advancements of artificial intelligence in healthcare, including case studies on how this technology can be used Provides an understanding of the design of experiments to validate the developed algorithms Presents an understanding of the versatile application of artificial intelligence in bio-signal and bio-image processing techniques
Book Synopsis Emotion and Stress Recognition Related Sensors and Machine Learning Technologies by : Kyandoghere Kyamakya
Download or read book Emotion and Stress Recognition Related Sensors and Machine Learning Technologies written by Kyandoghere Kyamakya and published by MDPI. This book was released on 2021-09-01 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use of nonintrusive sensor technologies, including visual sensors, acoustic sensors, vibration sensors and piezoelectric sensors; (v) emotion recognition using mobile phones and smartwatches; (vi) body area sensor networks for emotion and stress studies; (vii) the use of experimental datasets in emotion recognition, including dataset generation principles and concepts, quality insurance and emotion elicitation material and concepts; (viii) machine learning techniques for robust emotion recognition, including graphical models, neural network methods, deep learning methods, statistical learning and multivariate empirical mode decomposition; (ix) subject-independent emotion and stress recognition concepts and systems, including facial expression-based systems, speech-based systems, EEG-based systems, ECG-based systems, electrodermal activity-based systems, multimodal recognition systems and sensor fusion concepts and (x) emotion and stress estimation and forecasting from a nonlinear dynamical system perspective. This book, emerging from the Special Issue of the Sensors journal on “Emotion and Stress Recognition Related Sensors and Machine Learning Technologies” emerges as a result of the crucial need for massive deployment of intelligent sociotechnical systems. Such technologies are being applied in assistive systems in different domains and parts of the world to address challenges that could not be addressed without the advances made in these technologies.
Download or read book Neuroergonomics written by Hasan Ayaz and published by Academic Press. This book was released on 2018-11-21 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuroergonomics: The Brain at Work and in Everyday Life details the methodologies that are useful for keeping an ideal human-machine system up-to-date, along with information on how to prevent potential overload and minimize errors. It discusses neural measures and the proper methods and technologies to maximize performance, thus providing a resource for neuroscientists who want to learn more about the technologies and real-time tools that can help them assess cognitive and motivational states of human operators and close the loop for advanced human-machine interaction. With the advent of new and improved tools that allow monitoring of brain activity in the field and better identification of neurophysiological markers that can index impending overload or fatigue, this book is a timely resource on the topic. Includes neurobiological models to better understand risky decision-making and cognitive countermeasures, augmented cognition, and brain stimulations to enhance performance and mitigate human error Features innovative methodologies and protocols using psychophysiological measurements and brain imaging techniques in realistic operational settings Discusses numerous topics, including cognitive performance in psychological and neurological disorders, brain computer interfaces (BCI), and human performance monitoring in ecological conditions, virtual reality, and serious gaming
Book Synopsis Innovative Technology Based Interventions for Psychological Treatment of Common Mental Disorders by : Tara Donker
Download or read book Innovative Technology Based Interventions for Psychological Treatment of Common Mental Disorders written by Tara Donker and published by MDPI. This book was released on 2020-12-11 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mental health disorders such as depression, anxiety, and other stress-related disorders are highly prevalent and even increasing in incidence globally, while access to evidence-based therapy remains limited. Worryingly, health care budgets are further restrained, thus limiting the availability of mental health care even more. Innovative technologies aiming to increase scalability, accessibility, and cost-efficiency of evidence-based mental health treatment, or target hard-to-reach populations, show promising solutions toward preventing or treating such disorders. However, despite considerable progress in this area, more research into innovative technologies and its implementation in mental health care is needed to treat people with—or prevent—mental health disorders. The present Special Issue aims to provide an overview of the latest innovative technological advances in the screening and treatment of mental health as well as their implications for mental health care. Both original research and review papers will inform researchers and clinicians with recent knowledge on innovative technology in the area of psychological treatments of common mental disorders and e-mental health.
Book Synopsis Virtual Reality in the Assessment, Understanding and Treatment of Mental Health Disorders by : Giuseppe Riva
Download or read book Virtual Reality in the Assessment, Understanding and Treatment of Mental Health Disorders written by Giuseppe Riva and published by MDPI. This book was released on 2021-01-06 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the computer sciences, virtual reality (VR) is usually described as a set of fancy technologies. However, in medicine and neuroscience, VR is instead defined as an advanced form of human–computer interface that allows the user to interact with and become present in a computer-generated environment. The sense of presence offered by VR makes it a powerful tool for personal change because it offers a world where the individual can stay and live a specific experience. For this reason, the use of VR in mental health shows promise: different types of research support its clinical efficacy for conditions including anxiety disorders, stress-related disorders, obesity and eating disorders, pain management, addiction, and schizophrenia. However, more research is needed to transform VR according to a clinical standard for mental health. This Special Issue aims to present the most recent advances in the mental health applications of VR, as well as their implications for future patient care.
