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:
Download or read book Leveraging Data Science for Global Health written by Leo Anthony Celi and published by Springer Nature. This book was released on 2020-07-31 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Biomarkers in Psychiatry written by Judith Pratt and published by Springer. This book was released on 2019-01-05 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
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
Download or read book Digital Mental Health written by Ives Cavalcante Passos and published by Springer Nature. This book was released on 2023-01-01 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This innovative book focuses on potential, limitations, and recommendations for the digital mental health landscape. Authors synthesize existing literature on the validity of digital health technologies, including smartphones apps, sensors, chatbots and telepsychiatry for mental health disorders. They also note that collecting real-time biological information is usually better than just collect filled-in forms, and that will also mitigate problems related to recall bias in clinical appointments. Limitations such as confidentiality, engagement and retention rates are moreover discussed. Presented in fifteen chapters, the work addresses the following questions: may smartphones and sensors provide more accurate information about patients’ symptoms between clinical appointments, which in turn avoid recall bias? Is there evidence that digital phenotyping could help in clinical decisions in mental health? Is there scientific evidence to support the use of mobile interventions in mental health? Digital Mental Health will help clinicians and researchers, especially psychiatrists and psychologists, to define measures and to determine how to test apps or usefulness, feasibility and efficacy in order to develop a consensus about reliability. These professionals will be armed with the latest evidence as well as prepared to a new age of mental health.
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.
Download or read book New Research in Psychiatry written by Heinz Häfner and published by Hogrefe & Huber Publishing. This book was released on 1996 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Review of the most significant recent advances in the understanding of psychiatric dysfunctions and their underlying psychological and biological mechanisms. For psychiatrists. 16 contributors, 2 U.S.
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.
Download or read book Under Observation The Interplay Between eHealth and Surveillance written by Samantha Adams and published by Springer. This book was released on 2016-12-31 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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’.
Download or read book Mobile and Wearable Systems for Health Monitoring written by Mohamed Elgendi and published by Frontiers Media SA. This book was released on 2023-05-15 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Fast Facts Digital Medicine Measurement written by Andrea Coravos and published by Karger Medical and Scientific Publishers. This book was released on 2020-03-31 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology is changing how we practice medicine. Sensors and wearables are getting smaller and cheaper, and algorithms are becoming powerful enough to predict medical outcomes. Yet despite rapid advances, healthcare lags behind other industries in truly putting these technologies to use. A major barrier is the cross-disciplinary approach required to create digital tools, a process that requires knowledge from many people across a range of fields. 'Fast Facts: Digital Medicine – Measurement' aims to overcome that barrier, introducing the reader to core concepts and terms and facilitating dialogue. Contrasting 'clinical research' with routine 'clinical care', this short colorful book describes types of digital measurement and how to use and validate digital measures in different settings. And with the burgeoning development of digital medicine tools, the authors provide a timely overview of the security, ethical, regulatory and legal issues to be considered before a product can enter the market. Table of Contents: • What is digital medicine? • Where does digital medicine fit? • Regulatory considerations • Ethical principles and our responsibilities • Ethics in practice • Security, data rights and governance • Digital biomarkers and clinical outcomes • Measurement in clinical trials • Verification and validation • The future of digital medicine
Download or read book Biomarkers in Clinical Drug Development written by John Bloom and published by CRC Press. This book was released on 2003-05-20 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting applications in clinical development, pharmacokinetic/ pharmacodynamic modelling and clinical trial simulation, this reference studies the role of biomarkers in successful drug formulation and development.
Download or read book Major Depressive Disorder written by Roger S McIntyre and published by Elsevier Health Sciences. This book was released on 2019-08-25 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get a quick, expert overview of the key issues surrounding best practices and current consensus on major depressive disorder (MDD). This concise resource by Drs. Roger S. McIntyre, Carola Rong, Mehala Subramaniapillai, and Yena Lee consolidates today’s available information on this complex topic into one convenient resource, making it an ideal, easy-to-digest reference for both psychiatrists and primary care physicians. Covers genetics and epigenetics, brain structural abnormalities, cognition, neuroendocrine alterations, and inflammatory abnormalities as they relate to MDD. Contains chapters on psychiatric comorbidity, pharmacological treatments, neuromodulatory treatments, lifestyle interventions, internet-based/technology-based interventions, and glutamate alterations.
Download or read book Telepsychiatry and Health Technologies written by Peter Yellowlees and published by American Psychiatric Pub. This book was released on 2018-01-22 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Examining the Use of Biomarkers in Establishing the Presence and Severity of Impairments written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2021-01-15 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of the overall disability determination process, the Social Security Administration uses a step-by-step approach to understand how severe an individual's condition is and whether it meets program criteria for disability. The use of various types of biomarkers has been suggested as a way to strengthen the amount and quality of objective evidence available to the review process. At the request of the Social Security Administration, the National Academies of Sciences, Engineering, and Medicine's Board on Health Care Services organized a virtual workshop on July 21, 2020, titled The State of the Science of the Use of Biomarkers to Establish the Presence and Severity of Impairments. Workshop discussions focused on the current and potential uses for biomarkers; explored legal and ethical implications associated with biomarker use in clinical decision making; and considered the possible uses of nongenetic biomarkers as tools for the diagnosis or prognosis of the severity of specific physical and mental impairments. This publication summarizes the presentations and discussion of the workshop.
Download or read book Dialysis Dialyzers and Sorbents written by Claudio Ronco and published by Karger Medical and Scientific Publishers. This book was released on 2001-01-01 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last decade, the availability of new devices and membranes has led to the development of modern hemodialysis techniques in which clinical tolerance and efficiency have significantly improved patient morbidity and mortality. Nevertheless, there are still limitations imposed by hemodialysis, manifested by the long-term complications occurring in patients treated for several years.Since most of these complications seem to be related to the chronic inflammation of ESRD patients and the progressive accumulation of middle-large molecules such as beta-2-microglobulin, GIP, leptin and others, a novel approach is needed, capable of adequately removing these substances from the body of the patient. New polymers with a biocompatible surface and high affinity for specific molecules have already been introduced to the market, and adsorption might in fact represent a new form of solute removal.Featuring articles by renowned experts, this volume provides the reader with a comprehensive summary of the most updated technology in the field of hemodialysis. New devices and techniques are described and discussed in detail, complemented by preliminary results; the rationale for adsorptive therapies completes the analysis. Residents and fellows, as well as staff physicians and members of the academic and scientific community involved in practice and research in the field of hemodialysis will find this book a valuable addition to their bookshelves.
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.
