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Artificial Intelligence In Geriatric Mental Health Research And Clinical Care
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Book Synopsis Artificial Intelligence in Geriatric Mental Health Research and Clinical Care by : Ellen E. Lee
Download or read book Artificial Intelligence in Geriatric Mental Health Research and Clinical Care written by Ellen E. Lee and published by Frontiers Media SA. This book was released on 2022-03-18 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Intelligence in Behavioral and Mental Health Care by : David D. Luxton
Download or read book Artificial Intelligence in Behavioral and Mental Health Care written by David D. Luxton and published by Academic Press. This book was released on 2015-09-10 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy. In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering. This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source. Summarizes AI advances for use in mental health practice Includes advances in AI based decision-making and consultation Describes AI applications for assessment and treatment Details AI advances in robots for clinical settings Provides empirical data on clinical efficacy Explores practical issues of use in clinical settings
Book Synopsis The Mental Health and Substance Use Workforce for Older Adults by : Institute of Medicine
Download or read book The Mental Health and Substance Use Workforce for Older Adults written by Institute of Medicine and published by National Academies Press. This book was released on 2012-10-26 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: At least 5.6 million to 8 million-nearly one in five-older adults in America have one or more mental health and substance use conditions, which present unique challenges for their care. With the number of adults age 65 and older projected to soar from 40.3 million in 2010 to 72.1 million by 2030, the aging of America holds profound consequences for the nation. For decades, policymakers have been warned that the nation's health care workforce is ill-equipped to care for a rapidly growing and increasingly diverse population. In the specific disciplines of mental health and substance use, there have been similar warnings about serious workforce shortages, insufficient workforce diversity, and lack of basic competence and core knowledge in key areas. Following its 2008 report highlighting the urgency of expanding and strengthening the geriatric health care workforce, the IOM was asked by the Department of Health and Human Services to undertake a complementary study on the geriatric mental health and substance use workforce. The Mental Health and Substance Use Workforce for Older Adults: In Whose Hands? assesses the needs of this population and the workforce that serves it. The breadth and magnitude of inadequate workforce training and personnel shortages have grown to such proportions, says the committee, that no single approach, nor a few isolated changes in disparate federal agencies or programs, can adequately address the issue. Overcoming these challenges will require focused and coordinated action by all.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309671035 Total Pages :317 pages Book Rating :4.3/5 (96 download)
Book Synopsis Social Isolation and Loneliness in Older Adults by : National Academies of Sciences, Engineering, and Medicine
Download or read book Social Isolation and Loneliness in Older Adults written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-05-14 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social isolation and loneliness are serious yet underappreciated public health risks that affect a significant portion of the older adult population. Approximately one-quarter of community-dwelling Americans aged 65 and older are considered to be socially isolated, and a significant proportion of adults in the United States report feeling lonely. People who are 50 years of age or older are more likely to experience many of the risk factors that can cause or exacerbate social isolation or loneliness, such as living alone, the loss of family or friends, chronic illness, and sensory impairments. Over a life course, social isolation and loneliness may be episodic or chronic, depending upon an individual's circumstances and perceptions. A substantial body of evidence demonstrates that social isolation presents a major risk for premature mortality, comparable to other risk factors such as high blood pressure, smoking, or obesity. As older adults are particularly high-volume and high-frequency users of the health care system, there is an opportunity for health care professionals to identify, prevent, and mitigate the adverse health impacts of social isolation and loneliness in older adults. Social Isolation and Loneliness in Older Adults summarizes the evidence base and explores how social isolation and loneliness affect health and quality of life in adults aged 50 and older, particularly among low income, underserved, and vulnerable populations. This report makes recommendations specifically for clinical settings of health care to identify those who suffer the resultant negative health impacts of social isolation and loneliness and target interventions to improve their social conditions. Social Isolation and Loneliness in Older Adults considers clinical tools and methodologies, better education and training for the health care workforce, and dissemination and implementation that will be important for translating research into practice, especially as the evidence base for effective interventions continues to flourish.
Book Synopsis Geriatric Mental Health Care by : Robert P. Roca, M.D., M.P.H.
Download or read book Geriatric Mental Health Care written by Robert P. Roca, M.D., M.P.H. and published by American Psychiatric Pub. This book was released on 2022-03-14 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Geriatric Mental Health Care addresses the disproportionate impact that the COVID-19 pandemic has had on older adults with mental illness. Topics covered include inpatient geriatric psychiatry during a pandemic, telehealth models of care, health care staff concerns, and social determinants of health. The authors also explore the pandemic's effects on research and the economy, analyzing the impact of nonclinical factors on the broader clinical care effort. Geriatric Mental Health Care provides techniques that health care providers can use to overcome the challenges of the current pandemic-and prepare for the next one"--
Book Synopsis The Oxford Handbook of Ethics of AI by : Markus Dirk Dubber
Download or read book The Oxford Handbook of Ethics of AI written by Markus Dirk Dubber and published by Oxford Handbooks. This book was released on 2020 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.
Book Synopsis Practical Strategies in Geriatric Mental Health by : Laura B. Dunn, M.D.
Download or read book Practical Strategies in Geriatric Mental Health written by Laura B. Dunn, M.D. and published by American Psychiatric Pub. This book was released on 2019-09-24 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides practical, up-to-the-minute information and tools for clinicians working with older adults. A roster of expert authors offers the most practical clinical and research insights across the most relevant, frequently encountered diagnostic and treatment problems. Each chapter is organized in a logical, easy-to-follow structure tha
Book Synopsis Integrated Textbook of Geriatric Mental Health by : Donna Cohen
Download or read book Integrated Textbook of Geriatric Mental Health written by Donna Cohen and published by JHU Press. This book was released on 2011-09-01 with total page 823 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the population ages, increasing numbers of older people require the attention and services of mental health professionals. Despite their prevalence, however, mental health problems in this population often go undiagnosed and therefore untreated. This textbook offers medical students and professionals the information they need to care for older people with mental disorders. Drs. Donna Cohen and Carl Eisdorfer, two internationally recognized experts in geriatric mental health, provide a comprehensive framework within which students and practitioners alike can address the salient issues of the field. These include the biopsychosocial aging processes, specific pathologies prevalent in later life, social issues common to the elderly, the delivery of care in various settings, and the economic policies affecting services for older people. The authors’ goal is not only to enhance clinical practice but also to urge physicians to develop and coordinate a more holistic care strategy that acknowledges the complex challenges of older patients. To this end, Cohen and Eisdorfer discuss essential principles of optimal care, the latest research findings, evidence- and consensus-based practice standards, resources to help professionals keep abreast of the changing mental health landscape, and ethical dilemmas of clinical practice and research. The signal strength of this book lies in its integrated approach, an approach that emphasizes the philosophy and principles of caring for older people along with clinical practices and issues. From this broader perspective, the authors describe the many factors that influence the lives, health, and well-being of older patients and their caregivers, making this an ideal text for psychiatrists, psychologists, nurses, and social workers.
Book Synopsis Geriatric Mental Health Care by : Gary J. Kennedy
Download or read book Geriatric Mental Health Care written by Gary J. Kennedy and published by Guilford Press. This book was released on 2001-11-02 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essential guide is designed for mental health practitioners and p rimary care providers without advanced training in geriatric psychiatr y. Gary J. Kennedy sets forth a clear framework for understanding the interplay of medical, psychological, and social factors in frequently encountered problems among older adults. Clear guidelines are delineat ed for assessing and treating such conditions as depression and anxiet y, dementia, psychosis and mania, sleep disturbances, personality and somatoform disorders, substance abuse, and suicidality. Throughout, th e book focuses on ways to sustain seniors' independence and overall qu ality of life while enhancing their adaptive capacities.
Book Synopsis Artificial Intelligence and Mental Health Care by : Jorge Piano Simoes
Download or read book Artificial Intelligence and Mental Health Care written by Jorge Piano Simoes and published by Frontiers Media SA. This book was released on 2024-08-09 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: New developments in machine learning (ML) and artificial intelligence (AI) hold great promise to revolutionize mental health care. In this context, ML and AI have been deployed for several different goals, including 1) the early detection of mental disorders, 2) the optimization of personalized treatments based on the individual characteristics of patients, 3) the better characterization of disorders detrimental to mental well-being and quality of life, as well as a better description of projected trajectories over time, and 4) the development of new treatments for mental health care. Despite their great potential to transform mental health care and occasional breakthroughs, ML and AI have not yet fully achieved these goals. This research topic aims to bridge the gap between the potential uses of ML and AI and their practical application in standard mental health care. More specifically, we welcome original research submissions applying ML and AI to promote public health by reducing the burden of chronic disorders with detrimental effects on well-being (e.g., psychopathological distress), and improving quality of life. We also welcome submissions applying ML and AI in heterogeneous datasets (e.g., subjective scales and questionnaires, biomarkers, (neuro)psychological assessments, etc.) from Big Data sources (e.g., large datasets of clinical populations, electronic health records from nationally representative cohorts, and/or biobanks, studies using experiencing sampling methods, etc.) to gain mechanistic insight on how different chronic conditions associated with psychopathological distress can affect patient well-being and quality of life. Finally, we also welcome opinion papers and reviews on how to develop AI applications in mental health care responsibly, while integrating biopsychosocial aspects of patients to promote better mental health care.
Book Synopsis Mental Health Practice in Geriatric Health Care Settings by : T.L. Brink
Download or read book Mental Health Practice in Geriatric Health Care Settings written by T.L. Brink and published by Routledge. This book was released on 2014-02-04 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mental Health Practice in Geriatric Health Care Settings emphasizes the major research and clinical findings realized in five years of research on mental health issues in older urban medical patients, many of whom represent minority groups. Chapters cover the high comorbidity of health and mental health problems in geriatric patients, neuropsychological (or cognitive) assessment, depression, alcohol abuse in health care settings, emerging behavioral medicine issues, and family relations and their tie to medical settings. As a practitioner, you’ll find this book helps your practice by representing the first assessment and treatment techniques normed and validated on minority elderly. If you’re a professional working in the mental health system, you’ll see how to expand your services to health care markets. Mental Health Practice in Geriatric Health Care Settings devotes three chapters to neuropsychological assessment--first, a review of major principles; second, a new test battery for minorities; and third, extensive review on how to use test results in clinical decision making. Other chapters provide valuable information on: the analysis of outcomes for one thousand 60--103-year-olds a new validated behavioral treatment method for depression methods of detection and treatment of alcohol abuse emerging issues in behavioral medicine, including competency assessments; anxiety and pain disorders; and shaping the referral process family relations and health care, including caregiving and nursing home placement nursing home consultation and survival strategies in health care systems As Author Peter A. Lichtenberg describes in the Introduction, each chapter in Mental Health Practice in Geriatric Health Care Settings is multidisciplinary, empirically and statistically investigated, and focused upon urban elderly. “In addition, the major objectives are to provide clinicians with new understandings and new assessment and treatment knowledge to utilize in their practices. Finally, this book is hoped to provide clinicians [with] information about emerging trends in the field, and effective strategies for practice in healthcare settings.”
Book Synopsis Artificial Intelligence, Machine Learning, and Mental Health in Pandemics by : Shikha Jain
Download or read book Artificial Intelligence, Machine Learning, and Mental Health in Pandemics written by Shikha Jain and published by Academic Press. This book was released on 2022-04-22 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence, Machine Learning, and Mental Health in Pandemics: A Computational Approach provides a comprehensive guide for public health authorities, researchers and health professionals in psychological health. The book takes a unique approach by exploring how Artificial Intelligence (AI) and Machine Learning (ML) based solutions can assist with monitoring, detection and intervention for mental health at an early stage. Chapters include computational approaches, computational models, machine learning based anxiety and depression detection and artificial intelligence detection of mental health. With the increase in number of natural disasters and the ongoing pandemic, people are experiencing uncertainty, leading to fear, anxiety and depression, hence this is a timely resource on the latest updates in the field. Examines the datasets and algorithms that can be used to detect mental disorders Covers machine learning solutions that can help determine the precautionary measures of psychological health problems Highlights innovative AI solutions and bi-statistics computation that can strengthen day-to-day medical procedures and decision-making
Book Synopsis AI Technologies and Advancements for Psychological Well-Being and Healthcare by : Jermsittiparsert, Kittisak
Download or read book AI Technologies and Advancements for Psychological Well-Being and Healthcare written by Jermsittiparsert, Kittisak and published by IGI Global. This book was released on 2024-09-18 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: In mental health care, artificial intelligence (AI) tools can enhance diagnostic accuracy, personalize treatment plans, and provide support through virtual therapy and chatbots that offer real-time assistance. These technologies can help identify early signs of mental health issues by analyzing patterns in speech, behavior, and physiological data. However, the integration of AI also raises concerns about privacy, data security, and the potential for algorithmic bias, which could impact quality of care. As AI continues to evolve, its role in psychological well-being and healthcare will depend on addressing these ethical and practical considerations while harnessing its potential to improve mental health outcomes and streamline healthcare delivery. AI Technologies and Advancements for Psychological Well-Being and Healthcare discusses the latest innovations in AI that are transforming the landscape of mental health and healthcare services. This book explores how AI applications, such as machine learning algorithms and natural language processing, are enhancing diagnostic accuracy, personalizing treatment options, and improving patient outcomes. Covering topics such as behavioral artificial intelligence, medical diagnosis, and precision medicine, this book is an excellent resource for mental health professionals, healthcare providers and administrators, AI and data scientists, academicians, researchers, healthcare policymakers, and more.
Book Synopsis Handbook of Mental Health and Aging by : Nathan Hantke
Download or read book Handbook of Mental Health and Aging written by Nathan Hantke and published by Academic Press. This book was released on 2020-04-11 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Mental Health and Aging, Third Edition provides a foundational background for practitioners and researchers to understand mental health care in older adults as presented by leading experts in the field. Wherever possible, chapters integrate research into clinical practice. The book opens with conceptual factors, such as the epidemiology of mental health disorders in aging and cultural factors that impact mental health. The book transitions into neurobiological-based topics such as biomarkers, age-related structural changes in the brain, and current models of accelerated aging in mental health. Clinical topics include dementia, neuropsychology, psychotherapy, psychopharmacology, mood disorders, anxiety, schizophrenia, sleep disorders, and substance abuse. The book closes with current and future trends in geriatric mental health, including the brain functional connectome, repetitive transcranial magnetic stimulation (rTMS), technology-based interventions, and treatment innovations. Identifies factors influencing mental health in older adults Includes biological, sociological, and psychological factors Reviews epidemiology of different mental health disorders Supplies separate chapters on grief, schizophrenia, mood, anxiety, and sleep disorders Discusses biomarkers and genetics of mental health and aging Provides assessment and treatment approaches
Book Synopsis Late-Life Depression by : Steven P. Roose
Download or read book Late-Life Depression written by Steven P. Roose and published by Oxford University Press. This book was released on 2004-07-15 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an aging world. Illnesses that are prevalent and cause significant morbidity and mortality in older people will consume an increasing share of health care resources. One such illness is depression. This illness has a particularly devastating impact in the elderly because it is often undiagnosed or inadequately treated. Depression not only has a profound impact on quality of life but it is associated with an increased risk of mortality from suicide and vascular disease. In fact for every medical illness studied, e.g. heart disease, diabetes, cancer, individuals who are depressed have a worse prognosis. Research has illuminated the physiological and behavioral effects of depression that accounts for these poor outcomes. The deleterious relationship between depression and other illnesses has changed the concept of late-life depression from a "psychiatric disorder" that is diagnosed and treated by a psychiatrist to a common and serious disorder that is the responsibility of all physicians who care for patients over the age of 60.This is the first volume devoted to the epidemiology, phenomenology, psychobiology, treatment and consequences of late-life depression. Although much has been written about depressive disorders, the focus has been primarily on the illness as experienced in younger adults. The effects of aging on the brain, the physiological and behavioral consequences of recurrent depression, and the impact of other diseases common in the elderly, make late-life depression a distinct entity. There is a compelling need for a separate research program, specialized treatments, and a book dedicated to this disorder. This book will be invaluable to psychiatrists, gerontologists, clinical psychologists, social workers, students, trainees, and others who care for individuals over the age of sixty.
Book Synopsis AI in Psychiatry: The Ultimate Guide to Responsible and Ethical Implementation by : Lauro Amezcua-Patino, MD, FAPA
Download or read book AI in Psychiatry: The Ultimate Guide to Responsible and Ethical Implementation written by Lauro Amezcua-Patino, MD, FAPA and published by Metropolitan Consulting Corporation. This book was released on 2023-09-10 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) and machine learning offer immense potential to transform psychiatry and mental healthcare. As these technologies continue to evolve rapidly, ensuring responsible and ethical implementation remains crucial. This definitive ebook provides psychiatrists, developers, policymakers and other stakeholders a comprehensive guide to leveraging AI in psychiatry in a thoughtful, prudent manner. From Improving Diagnosis and Treatment to Enabling Personalized Care, AI Promises to Enhance Patient Outcomes Exciting opportunities lie ahead to utilize AI and machine learning to improve psychiatric diagnosis, enhance treatment methodologies, and enable more personalized mental healthcare. AI-enabled solutions like predictive analytics, digital phenotyping, and conversational agents can provide benefits ranging from earlier intervention to reduced stigma. However, the limitations and clinical validity of these innovations must also be weighed carefully. Practical Guidance Offered on Mitigating Algorithmic Bias, Ensuring Privacy, and Obtaining Consent with AI The responsible design, testing, and deployment of AI tools is emphasized throughout this ebook. Practical guidance is offered on crucial considerations like mitigating algorithmic bias, ensuring patient privacy, and obtaining informed consent when AI is used in assessment or treatment. Establishing trust between patients, psychiatrists, and intelligent systems emerges as an important prerequisite for the effective integration of AI in mental healthcare. The Thoughtful Integration of AI with Psychiatry Poised to Increase Access to Quality Mental Healthcare Grounding discussions in real-world examples, this ebook advocates for the judicious adoption of AI in psychiatry. The thoughtful integration of these technologies stands ready to increase access to quality mental health services, reduce stigma, and enable more positive outcomes for diverse populations.
Book Synopsis Digital Social Work by : Lauri Goldkind
Download or read book Digital Social Work written by Lauri Goldkind and published by . This book was released on 2019 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a digitally powered society, social workers are frequently challenged to embrace new interventions and enhance existing strategies in order to effectively promote social justice. The cases in this volume present engaging examples of technology tools in use across micro, mezzo, and macro practice, thereby illuminating the knowledge, skills, and values required of those who practice social work 2.0.
