Digital Phenotyping And Mobile Sensing

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Digital Phenotyping and Mobile Sensing

Author : Harald Baumeister
Publisher : Springer Nature
ISBN 13 : 3030316203
Total Pages : 291 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Digital Phenotyping and Mobile Sensing by : Harald Baumeister

Download or read book Digital Phenotyping and Mobile Sensing written by Harald Baumeister and published by Springer Nature. This book was released on 2019-10-31 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Christian Montag
Publisher : Springer Nature
ISBN 13 : 3030985466
Total Pages : 466 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Digital Phenotyping and Mobile Sensing by : Christian Montag

Download or read book Digital Phenotyping and Mobile Sensing written by Christian Montag and published by Springer Nature. This book was released on 2022-07-22 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Matthias R. Mehl
Publisher : Guilford Publications
ISBN 13 : 1462553109
Total Pages : 818 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Mobile Sensing in Psychology by : Matthias R. Mehl

Download or read book Mobile Sensing in Psychology written by Matthias R. Mehl and published by Guilford Publications. This book was released on 2023-12-18 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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"--

Digital Health

Author : Shabbir Syed-Abdul
Publisher : Elsevier
ISBN 13 : 0128200782
Total Pages : 234 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Digital Health by : Shabbir Syed-Abdul

Download or read book Digital Health written by Shabbir Syed-Abdul and published by Elsevier. This book was released on 2020-11-14 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Health: Mobile and Wearable Devices for Participatory Health Applications is a key reference for engineering and clinical professionals considering the development or implementation of mobile and wearable solutions in the healthcare domain. The book presents a comprehensive overview of devices and appropriateness for the respective applications. It also explores the ethical, privacy, and cybersecurity aspects inherent in networked and mobile technologies. It offers expert perspectives on various approaches to the implementation and integration of these devices and applications across all areas of healthcare. The book is designed with a multidisciplinary audience in mind; from software developers and biomedical engineers who are designing these devices to clinical professionals working with patients and engineers on device testing, human factors design, and user engagement/compliance. Presents an overview of important aspects of digital health, from patient privacy and data security to the development and implementation of networks, systems, and devices Provides a toolbox for stakeholders involved in the decision-making regarding the design, development, and implementation of mHealth solutions Offers case studies, key references, and insights from a wide range of global experts

Textbook of Tinnitus

Author : Winfried Schlee
Publisher : Springer Nature
ISBN 13 : 3031356470
Total Pages : 785 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Textbook of Tinnitus by : Winfried Schlee

Download or read book Textbook of Tinnitus written by Winfried Schlee and published by Springer Nature. This book was released on with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Adverse Health Consequences of Excessive Smartphone Usage, Volume II

Author : Paul H. Lee
Publisher : Frontiers Media SA
ISBN 13 : 2832500102
Total Pages : 101 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Adverse Health Consequences of Excessive Smartphone Usage, Volume II by : Paul H. Lee

Download or read book Adverse Health Consequences of Excessive Smartphone Usage, Volume II written by Paul H. Lee and published by Frontiers Media SA. This book was released on 2022-09-21 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Phenotyping/Digital Biomarkers to Monitor Psychiatric Disorders

Author : Jennifer H. Barnett
Publisher : Frontiers Media SA
ISBN 13 : 288976852X
Total Pages : 200 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Digital Phenotyping/Digital Biomarkers to Monitor Psychiatric Disorders by : Jennifer H. Barnett

Download or read book Digital Phenotyping/Digital Biomarkers to Monitor Psychiatric Disorders written by Jennifer H. Barnett and published by Frontiers Media SA. This book was released on 2022-08-29 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mobile Technology for Adaptive Aging

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309680867
Total Pages : 147 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Mobile Technology for Adaptive Aging by : National Academies of Sciences, Engineering, and Medicine

Download or read book Mobile Technology for Adaptive Aging written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-10-25 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: To explore how mobile technology can be employed to enhance the lives of older adults, the Board on Behavioral, Cognitive, and Sensory Sciences of the National Academies of Sciences, Engineering, and Medicine commissioned 6 papers, which were presented at a workshop held on December 11 and 12, 2019. These papers review research on mobile technologies and aging, and highlight promising avenues for further research.

The Oxford Handbook of Molecular Psychology

Author : Turhan Canli
Publisher : Oxford Library of Psychology
ISBN 13 : 0199753881
Total Pages : 481 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis The Oxford Handbook of Molecular Psychology by : Turhan Canli

Download or read book The Oxford Handbook of Molecular Psychology written by Turhan Canli and published by Oxford Library of Psychology. This book was released on 2015 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: This entry in the Oxford Library of Psychology compiles cutting- edge research organized around the concept "molecular psychology," which applies principles of molecular biology to the study of behavior and its neural underpinnings. Determining the biological bases for behavior, and the extent to which we can observe and explain their neural underpinnings, requires a bold, broadly defined research methodology. The interdisciplinary entries in this handbook are organized around the principle of "molecular psychology," which unites cutting-edge research from such wide-ranging disciplines as clinical neuroscience and genetics, psychology, behavioral neuroscience, and neuroethology. For the first time in a single volume, leaders in diverse research areas use molecular approaches to investigate social behavior, psychopathology, emotion, cognition and stress in healthy volunteers, patient populations, and an array of non-human species including rodents, insects, fish, and non-human primates. Chapters draw on molecular methods covering candidate genes, genome-wide association studies, copy number variations, gene expression studies, and epigenetics while addressing the ethical, legal, and social issues to emerge from this new and exciting research approach.

Ethics of Innovation in Neurosurgery

Author : Marike L. D. Broekman
Publisher : Springer
ISBN 13 : 3030055027
Total Pages : 167 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Ethics of Innovation in Neurosurgery by : Marike L. D. Broekman

Download or read book Ethics of Innovation in Neurosurgery written by Marike L. D. Broekman and published by Springer. This book was released on 2019-02-21 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers all ethical aspects of introducing novel implants and procedures in neurosurgery in a structured way, addressing the current knowledge gap concerning ethical innovations in neurosurgery. Initially it explores the difficulties involved in defining when a procedure should be considered innovation, research, or care. To this end, it presents not only an overview of current literature, but also data from a recent survey among neurosurgeons in Europe. The book subsequently discusses the ethical issues related to innovation. These include: informed consent (what should a surgeon tell the patient and how should he/she do so), oversight (can any surgeon simply implant a novel spinal device?), the learning curve (when should a surgeon be allowed to perform a novel procedure?), vulnerable patients (how to innovate in the pediatric population or in an emergency setting), and conflicts of interest, as well as the ethics of paying for innovative treatments. In turn, the closing chapters focus on the evaluation of neurosurgical research and innovation. Are cultural changes necessary and how could innovation benefit from (international) collaborations? Given the range of topics addressed, the book offers neurosurgeons, residents, scientists, companies and hospital administrations a valuable guide to introducing novel implants and techniques in neurosurgery.

Insights in digital mental health: 2021

Author : Heleen Riper
Publisher : Frontiers Media SA
ISBN 13 : 2832516734
Total Pages : 125 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Insights in digital mental health: 2021 by : Heleen Riper

Download or read book Insights in digital mental health: 2021 written by Heleen Riper and published by Frontiers Media SA. This book was released on 2023-03-03 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Oxford Handbook of Externalizing Spectrum Disorders

Author : Theodore P. Beauchaine
Publisher : Oxford Library of Psychology
ISBN 13 : 0199324670
Total Pages : 545 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Externalizing Spectrum Disorders by : Theodore P. Beauchaine

Download or read book The Oxford Handbook of Externalizing Spectrum Disorders written by Theodore P. Beauchaine and published by Oxford Library of Psychology. This book was released on 2015-10-29 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The Oxford Handbook of Externalizing Spectrum Disorders' is the first book of its kind to capture the developmental psychopathology of externalizing spectrum disorders by examining causal factors across levels of analysis and developmental epochs, while departing from the categorical perspective.

Personalized Medicine

Author : Barbara Prainsack
Publisher : NYU Press
ISBN 13 : 1479856908
Total Pages : 288 pages
Book Rating : 4.4/5 (798 download)

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Book Synopsis Personalized Medicine by : Barbara Prainsack

Download or read book Personalized Medicine written by Barbara Prainsack and published by NYU Press. This book was released on 2017-12-19 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inside today's data-driven personalized medicine, and the time, effort, and information required from patients to make it a reality Medicine has been personal long before the concept of “personalized medicine” became popular. Health professionals have always taken into consideration the individual characteristics of their patients when diagnosing, and treating them. Patients have cared for themselves and for each other, contributed to medical research, and advocated for new treatments. Given this history, why has the notion of personalized medicine gained so much traction at the beginning of the new millennium? Personalized Medicine investigates the recent movement for patients’ involvement in how they are treated, diagnosed, and medicated; a movement that accompanies the increasingly popular idea that people should be proactive, well-informed participants in their own healthcare. While it is often the case that participatory practices in medicine are celebrated as instances of patient empowerment or, alternatively, are dismissed as cases of patient exploitation, Barbara Prainsack challenges these views to illustrate how personalized medicine can give rise to a technology-focused individualism, yet also present new opportunities to strengthen solidarity. Facing the future, this book reveals how medicine informed by digital, quantified, and computable information is already changing the personalization movement, providing a contemporary twist on how medical symptoms or ailments are shared and discussed in society. Bringing together empirical work and critical scholarship from medicine, public health, data governance, bioethics, and digital sociology, Personalized Medicine analyzes the challenges of personalization driven by patient work and data. This compelling volume proposes an understanding that uses novel technological practices to foreground the needs and interests of patients, instead of being ruled by them.

Wireless Mobile Communication and Healthcare

Author : Juan Ye
Publisher : Springer
ISBN 13 : 9783030705688
Total Pages : 364 pages
Book Rating : 4.7/5 (56 download)

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Book Synopsis Wireless Mobile Communication and Healthcare by : Juan Ye

Download or read book Wireless Mobile Communication and Healthcare written by Juan Ye and published by Springer. This book was released on 2021-02-21 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 9th International Conference on Mobile Communication and Healthcare, MobiHealth 2020, held in December 2020. Due to Covid-19 pandemic the conference was held virtually. The book contains 13 full papers selected from the main conference and 10 full papers from two workshops on medical artificial intelligence and on digital healthcare technologies. The conference papers are organized in topical sections on wearable technologies; health telemetry; mobile sensing and assessment; machine learning in eHealth applications.

Mobile Health

Author : James M. Rehg
Publisher : Springer
ISBN 13 : 331951394X
Total Pages : 542 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Mobile Health by : James M. Rehg

Download or read book Mobile Health written by James M. Rehg and published by Springer. This book was released on 2017-07-12 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a comprehensive introduction to mHealth technology and is accessible to technology-oriented researchers and practitioners with backgrounds in computer science, engineering, statistics, and applied mathematics. The contributing authors include leading researchers and practitioners in the mHealth field. The book offers an in-depth exploration of the three key elements of mHealth technology: the development of on-body sensors that can identify key health-related behaviors (sensors to markers), the use of analytic methods to predict current and future states of health and disease (markers to predictors), and the development of mobile interventions which can improve health outcomes (predictors to interventions). Chapters are organized into sections, with the first section devoted to mHealth applications, followed by three sections devoted to the above three key technology areas. Each chapter can be read independently, but the organization of the entire book provides a logical flow from the design of on-body sensing technology, through the analysis of time-varying sensor data, to interactions with a user which create opportunities to improve health outcomes. This volume is a valuable resource to spur the development of this growing field, and ideally suited for use as a textbook in an mHealth course.

Energy-Efficient Wireless Sensor Networks

Author : Vidushi Sharma
Publisher : CRC Press
ISBN 13 : 149878335X
Total Pages : 276 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Energy-Efficient Wireless Sensor Networks by : Vidushi Sharma

Download or read book Energy-Efficient Wireless Sensor Networks written by Vidushi Sharma and published by CRC Press. This book was released on 2017-07-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advances in low-power electronic devices integrated with wireless communication capabilities are one of recent areas of research in the field of Wireless Sensor Networks (WSNs). One of the major challenges in WSNs is uniform and least energy dissipation while increasing the lifetime of the network. This is the first book that introduces the energy efficient wireless sensor network techniques and protocols. The text covers the theoretical as well as the practical requirements to conduct and trigger new experiments and project ideas. The advanced techniques will help in industrial problem solving for energy-hungry wireless sensor network applications.

Personalized Psychiatry

Author : Bernhard Baune
Publisher : Academic Press
ISBN 13 : 0128131772
Total Pages : 604 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Personalized Psychiatry by : Bernhard Baune

Download or read book Personalized Psychiatry written by Bernhard Baune and published by Academic Press. This book was released on 2019-10-16 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized Psychiatry presents the first book to explore this novel field of biological psychiatry that covers both basic science research and its translational applications. The book conceptualizes personalized psychiatry and provides state-of-the-art knowledge on biological and neuroscience methodologies, all while integrating clinical phenomenology relevant to personalized psychiatry and discussing important principles and potential models. It is essential reading for advanced students and neuroscience and psychiatry researchers who are investigating the prevention and treatment of mental disorders. Combines neurobiology with basic science methodologies in genomics, epigenomics and transcriptomics Demonstrates how the statistical modeling of interacting biological and clinical information could transform the future of psychiatry Addresses fundamental questions and requirements for personalized psychiatry from a basic research and translational perspective