Digital Phenotyping/Digital Biomarkers to Monitor Psychiatric Disorders PDF Download

Author: Jennifer H. Barnett
Publisher: Frontiers Media SA
ISBN: 288976852X
Category : Medical
Languages : en
Pages : 200

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Author: Leo Anthony Celi
Publisher: Springer Nature
ISBN: 3030479943
Category : Medical
Languages : en
Pages : 471

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Book Description
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.

Author: Bernhard Baune
Publisher: Academic Press
ISBN: 0128131772
Category : Medical
Languages : en
Pages : 594

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Book Description
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

Author: Judith Pratt
Publisher: Springer
ISBN: 3319996428
Category : Medical
Languages : en
Pages : 431

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Book Description
This volume addresses one of the Holy Grails in Psychiatry, namely the evidence for and potential to adopt ‘Biomarkers’ for prevention, diagnosis, and treatment responses in mental health conditions. It meshes together state of the art research from international renowned pre-clinical and clinical scientists to illustrate how the fields of anxiety disorders, depression, psychotic disorders, and autism spectrum disorder have advanced in recent years.

Author: Jean M. Twenge
Publisher: Simon and Schuster
ISBN: 1501152025
Category : Social Science
Languages : en
Pages : 452

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Book Description
As seen in Time, USA TODAY, The Atlantic, The Wall Street Journal, and on CBS This Morning, BBC, PBS, CNN, and NPR, iGen is crucial reading to understand how the children, teens, and young adults born in the mid-1990s and later are vastly different from their Millennial predecessors, and from any other generation. With generational divides wider than ever, parents, educators, and employers have an urgent need to understand today’s rising generation of teens and young adults. Born in the mid-1990s up to the mid-2000s, iGen is the first generation to spend their entire adolescence in the age of the smartphone. With social media and texting replacing other activities, iGen spends less time with their friends in person—perhaps contributing to their unprecedented levels of anxiety, depression, and loneliness. But technology is not the only thing that makes iGen distinct from every generation before them; they are also different in how they spend their time, how they behave, and in their attitudes toward religion, sexuality, and politics. They socialize in completely new ways, reject once sacred social taboos, and want different things from their lives and careers. More than previous generations, they are obsessed with safety, focused on tolerance, and have no patience for inequality. With the first members of iGen just graduating from college, we all need to understand them: friends and family need to look out for them; businesses must figure out how to recruit them and sell to them; colleges and universities must know how to educate and guide them. And members of iGen also need to understand themselves as they communicate with their elders and explain their views to their older peers. Because where iGen goes, so goes our nation—and the world.

Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309680867
Category : Social Science
Languages : en
Pages : 147

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Book Description
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.

Author: Samantha Adams
Publisher: Springer
ISBN: 3319483420
Category : Law
Languages : en
Pages : 215

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Book Description
The essays in this book clarify the technical, legal, ethical, and social aspects of the interaction between eHealth technologies and surveillance practices. The book starts out by presenting a theoretical framework on eHealth and surveillance, followed by an introduction to the various ideas on eHealth and surveillance explored in the subsequent chapters. Issues addressed in the chapters include privacy and data protection, social acceptance of eHealth, cost-effective and innovative healthcare, as well as the privacy aspects of employee wellness programs using eHealth, the use of mobile health app data by insurance companies, advertising industry and law enforcement, and the ethics of Big Data use in healthcare. A closing chapter draws on the previous content to explore the notion that people are ‘under observation’, bringing together two hitherto unrelated streams of scholarship interested in observation: eHealth and surveillance studies. In short, the book represents a first essential step towards cross-fertilization and offers new insights into the legal, ethical and social significance of being ‘under observation’.

Author: Turhan Canli
Publisher: Oxford Library of Psychology
ISBN: 0199753881
Category : Medical
Languages : en
Pages : 481

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Book Description
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.

Author: Barbara Prainsack
Publisher: NYU Press
ISBN: 1479856908
Category : Medical
Languages : en
Pages : 287

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Book Description
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.

Author: Peter Yellowlees
Publisher: American Psychiatric Pub
ISBN: 1615371605
Category : Medical
Languages : en
Pages : 406

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Book Description
The only current book on the topic, Telepsychiatry and Health Technologies: A Guide for Mental Health Professionals is a practical, comprehensive, and evidence-based guide to patient-centered clinical care delivered in whole or in part by technological devices and applications. Not a technology-centered "health informatics" book, but rather one that describes basic technological concerns and emphasizes clinical issues and workflows, it is designed for psychiatrists, psychologists, and other mental health clinicians who seek to learn the modes, models, and methods of telepsychiatry. More than 30 practitioners of telepsychiatry across the core mental health disciplines were involved in development of the text, contributing knowledge and clinical examples. Rich with case studies and hands-on guidance, the book introduces strategies, then clearly illustrates how to put them into practice. The editors believe that psychiatry increasingly will focus on the treatment of populations, and that technology offers the best hope of doing so efficiently and effectively.Careful thought went into the book's conception and design, resulting in a marriage of structure and content that meets the needs of today's clinicians: The editors employed a unique process of manuscript development, first outlining each chapter in its entirety, then assigning sections to contributors selected for their specific clinical experience and therapeutic expertise. The result is a text that flows logically and creates synergy across chapters without duplication. The book provides "how-to" guidance on setting up a new telepsychiatry practice or integrating technologies into a current practice, covering critically important topics such as data collection, security, and electronic health records. Technologies addressed include telephony, smartphones, apps, e-mail, secure texting, and videoconferencing, all of which are increasingly being used in the assessment and treatment of patients with psychiatric disorders. More than 30 case examples of patients or programs are included, illustrating the range of clinical techniques that can be used and the types of patient that can be treated using available technologies -- whether in person, online, or in a hybrid form of care combining both modalities. Every chapter concludes with a summary of major learning objectives or findings covered. Telepsychiatry and Health Technologies: A Guide for Mental Health Professionals is destined to become a core resource in the training of mental health professionals from all disciplines, as well as an indispensable reference for those already integrating new technologies into their practices.