Digital Phenotyping And Mobile Sensing

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Digital Phenotyping And Mobile Sensing
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Author : Harald Baumeister
language : en
Publisher: Springer Nature
Release Date : 2019-10-31
Digital Phenotyping And Mobile Sensing written by Harald Baumeister and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-31 with Medical categories.
This book offers a snapshot of cutting-edge applications of mobile sensing for digital phenotyping in the field of Psychoinformatics. The respective chapters, written by authoritative researchers, cover various aspects related to the use of these technologies in health, education, and cognitive science research. They share insights both into established applications of mobile sensing (such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns) and emerging trends. Machine learning and deep learning approaches are discussed, and important considerations regarding privacy risks and ethical issues are assessed. In addition to essential background information on various technologies and theoretical methods, the book also presents relevant case studies and good scientific practices, thus addressing researchers and professionals alike. To cite Thomas R. Insel, who wrote the foreword to this book: “Patients will only use digital phenotyping if it solves a problem, perhaps a digital smoke alarm that can prevent a crisis. Providers will only use digital phenotyping if it fits seamlessly into their crowded workflow. If we can earn public trust, there is every reason to be excited about this new field. Suddenly, studying human behavior at scale, over months and years, is feasible.”
Digital Phenotyping And Mobile Sensing
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Author : Christian Montag
language : en
Publisher: Springer Nature
Release Date : 2022-07-22
Digital Phenotyping And Mobile Sensing written by Christian Montag and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-22 with Technology & Engineering categories.
This book offers a snapshot of cutting-edge applications of digital phenotyping and mobile sensing for studying human behavior and planning innovative e-healthcare interventions. The respective chapters, written by authoritative researchers, cover both theoretical perspectives and good scientific and professional practices related to the use and development of these technologies. They share novel insights into established applications of mobile sensing, such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns, and highlight emerging trends, such as the use of machine learning, big data and deep learning approaches, and the combination of mobile sensing with AI and expert systems. Important issues relating to privacy and ethics are analyzed, together with selected case studies. This thoroughly revised and extended second edition provides researchers and professionals with extensive information on the latest developments in the field of digital phenotyping and mobile sensing. It gives a special emphasis to trends in diagnostics systems and AI applications, suggesting important future directions for research in public health and social sciences.
Mobile Sensing In Psychology
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Author : Matthias R. Mehl
language : en
Publisher: Guilford Publications
Release Date : 2023-11-20
Mobile Sensing In Psychology written by Matthias R. Mehl and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-20 with Medical categories.
"The possibilities mobile sensing opens up for the social, behavioral, biomedical, and life sciences appear almost infinite and are bound to become even more comprehensive in the years to come. However, data collection with new information technology also poses new challenges for research and applied fields. Is everything that is possible also legally allowed? What are the personal and societal consequences of the possible deep insights into very private areas of life for research ethics and the relations between the researchers and those being researched? How can data be stored so that anonymity and privacy are preserved? How can quality criteria be formulated for this new and rapidly developing field of research? And how can we ensure that information and predictions derived from mobile sensing are psychometrically accurate and practically useful as we move from scientific proof-of-concept measurements to medical/clinical measurements that aim at supporting and improving the diagnostic process? This handbook answers these questions and based on the conviction that a profound understanding and the sound application of mobile sensing methods require specific knowledge and competencies: scientific background and the key concepts, how to generally plan and conduct a mobile sensing study, different methods of data collection with mobile sensing, both in terms of the technological know-how and the methodological how-to, and possibilities and limitations of mobile sensing and of best-practice examples from different areas of application"--
Feedback Informed Psychological Therapy
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Author : Julian A. Rubel
language : en
Publisher: Springer Nature
Release Date : 2025-06-18
Feedback Informed Psychological Therapy written by Julian A. Rubel and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-18 with Psychology categories.
This book is a clinical guide to using routine outcome monitoring and feedback to prevent and address patient deterioration over the course of treatment. It examines the benefits of monitoring patients’ progress and providing feedback to practitioners, a a low cost, simple intervention that improves care and reduces the number of treatment failures. Progress feedback uses standardized measures to routinely evaluate treatment progress regularly throughout treatment, and helps the practitioner decide whether adaptations in the treatment approach are necessary. Chapters include case materials and detailed descriptions of how to use different feedback systems in clinical practice. This enhances practitioner judgment regarding which system is the most appropriate for each individual case. This invaluable guide provides practitioners with ways to address treatment non-response and intervene in time before a failing situation becomes treatment failure.
Textbook Of Tinnitus
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Author : Winfried Schlee
language : en
Publisher: Springer Nature
Release Date : 2024-03-22
Textbook Of Tinnitus written by Winfried Schlee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-22 with Medical categories.
This book describes the theoretical background of the different forms of tinnitus (ringing in the ears) and detailed knowledge of state-of-the-art treatments of tinnitus. Tinnitus has many forms, and the severity ranges widely from being non-problematic to severely affecting a person’s daily life. How loud the tinnitus is perceived does not directly relate to how much it distresses the patient. Thus, even tinnitus very close to the hearing threshold can be a disabling symptom. It can reduce the quality of life by generating anxiety and concentration problems, impairing the ability to do intellectual work, making it difficult to sleep, causing depression and sometimes even leading to suicide. Textbook of Tinnitus has filled a void by providing a comprehensive overview about the different forms of tinnitus, their pathophysiology and their treatment. However, since the publication of the first edition of the Textbook of Tinnitus in 2011, tinnitus research has dramaticallyevolved. In view of the substantial increase in knowledge, most chapters in this second edition are newly written and a few original chapters have had major updates. This edition has nine sections, covering the basics of tinnitus, the neurobiology of tinnitus, pathophysiological models, animal research, diagnosis and assessment, various forms of management and treatment, and finally, a look at the future of tinnitus and tinnitus research. The book will be of great interest to otolaryngologists, neurologists, psychiatrists, neurosurgeons, primary care clinicians, audiologists and psychologists, and students. Because of its organization and its extensive subject index, Textbook of Tinnitus, Second Edition can also serve as a reference for clinicians who do not treat tinnitus patients routinely.
Mobile And Wearable Systems For Health Monitoring
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Author : Mohamed Elgendi
language : en
Publisher: Frontiers Media SA
Release Date : 2023-05-15
Mobile And Wearable Systems For Health Monitoring written by Mohamed Elgendi and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-15 with Medical categories.
Current Status Of And Future Directions For Assessing Technology Acceptance For Digital Mental Health Interventions
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Author : Jennifer Apolinário-Hagen
language : en
Publisher: Frontiers Media SA
Release Date : 2024-09-02
Current Status Of And Future Directions For Assessing Technology Acceptance For Digital Mental Health Interventions written by Jennifer Apolinário-Hagen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-02 with Medical categories.
Recently, digital interventions have proliferated and show promising results in preventing and treating common mental health disorders, such as depression, in different settings (e.g., workplaces). Digital interventions may have advantages over face-to-face interventions (e.g., more accessible; easily customisable; real-time monitoring). However, despite efforts made by healthcare systems worldwide (e.g., apps on prescription in Germany), actual adoption is still rather low in many countries. It is essential to understand innovation acceptance in order to tailor digital interventions and to measure user technology acceptance. In this way, determinants can be identified to derive strategies to promote acceptance. Technology acceptance has been studied extensively, resulting in the development of various theoretical models (e.g., Technology Acceptance Model-TAM; Unified Theory of Acceptance and Use of Technology-UTAUT, UTAUT2). Besides several methodological strengths, technology acceptance models also have various limitations, which makes it difficult to investigate causality or to generalize findings across different contexts, populations, and cultures.
The Oxford Handbook Of Opioids And Opioid Use Disorder
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Author : Kelly E. Dunn
language : en
Publisher: Oxford University Press
Release Date : 2023-12-12
The Oxford Handbook Of Opioids And Opioid Use Disorder written by Kelly E. Dunn and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-12 with Education categories.
The Oxford Handbook of Opioids and Opioid Use Disorder synthesizes research across the spectrum and establishes a foundational knowledge regarding historical and current epidemiological trends, neurobiological and genetic contributors to opioid effects and opioid use disorder (OUD), and core elements of opioid use such as withdrawal and craving. It also provides specific information and guidance regarding opioid treatment paradigms. This handbook will serve as a comprehensive guide for practitioners, policymakers, students, and researchers who wish to achieve a better understanding of the complex world of opioid and OUD practice and science.
Internet And Smartphone Use Related Addiction Health Problems
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Author : Olatz Lopez-Fernandez
language : en
Publisher: MDPI
Release Date : 2021-08-31
Internet And Smartphone Use Related Addiction Health Problems written by Olatz Lopez-Fernandez and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-31 with Medical categories.
This Special Issue presents some of the main emerging research on technological topics of health and education approaches to Internet use-related problems, before and during the beginning of coronavirus disease 2019 (COVID-19). The objective is to provide an overview to facilitate a comprehensive and practical approach to these new trends to promote research, interventions, education, and prevention. It contains 40 papers, four reviews and thirty-five empirical papers and an editorial introducing everything in a rapid review format. Overall, the empirical ones are of a relational type, associating specific behavioral addictive problems with individual factors, and a few with contextual factors, generally in adult populations. Many have adapted scales to measure these problems, and a few cover experiments and mixed methods studies. The reviews tend to be about the concepts and measures of these problems, intervention options, and prevention. In summary, it seems that these are a global culture trend impacting health and educational domains. Internet use-related addiction problems have emerged in almost all societies, and strategies to cope with them are under development to offer solutions to these contemporary challenges, especially during the pandemic situation that has highlighted the global health problems that we have, and how to holistically tackle them.
Digital Literacies
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Author : Mark Pegrum
language : en
Publisher: Routledge
Release Date : 2022-05-11
Digital Literacies written by Mark Pegrum and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-11 with Language Arts & Disciplines categories.
Dramatic shifts in our communication landscape have made it crucial for language teaching to go beyond print literacy and encompass the digital literacies which are increasingly central to learners' personal, social, educational and professional lives. By situating these digital literacies within a clear theoretical framework, this book provides educators and students alike with not just the background for a deeper understanding of these key 21st-century skills, but also the rationale for integrating these skills into classroom practice. This is the first methodology book to address not just why but also how to teach digital literacies in the English language classroom. This book provides: A theoretical framework through which to categorise and prioritise digital literacies Practical classroom activities to help learners and teachers develop digital literacies in tandem with key language skills A thorough analysis of the pedagogical implications of developing digital literacies in teaching practice A consideration of exactly how to integrate digital literacies into the English language syllabus Suggestions for teachers on how to continue their own professional development through PLNs (Personal Learning Networks), and how to access teacher development opportunities online. This book is ideal for English language teachers, English language learners of all ages and levels, academics and researchers of all age groups and levels, academics and students researching digital literacies, and anyone looking to expand their understanding of digital literacies within a teaching framework.