Download or read book Deep Learning in Healthcare written by Yen-Wei Chen and published by Springer. This book was released on 2019-11-27 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, state-of-the-art DL methods for medical image analysis and real-world, deep learning-based clinical computer-aided diagnosis systems. Deep learning (DL) is one of the key techniques of artificial intelligence (AI) and today plays an important role in numerous academic and industrial areas. DL involves using a neural network with many layers (deep structure) between input and output, and its main advantage of is that it can automatically learn data-driven, highly representative and hierarchical features and perform feature extraction and classification on one network. DL can be used to model or simulate an intelligent system or process using annotated training data. Recently, DL has become widely used in medical applications, such as anatomic modelling, tumour detection, disease classification, computer-aided diagnosis and surgical planning. This book is intended for computer science and engineering students and researchers, medical professionals and anyone interested using DL techniques.

Download or read book Healthcare Paradigms in the Internet of Things Ecosystem written by Valentina Emilia Balas and published by Academic Press. This book was released on 2020-11-07 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health Care Paradigms in the Internet of Things Ecosystem brings all IoT-enabled health care related technologies into a single platform so that undergraduate and postgraduate students, researchers, academicians and industry leaders can easily understand IoT-based healthcare systems. The book uses data and network engineering and intelligent decision support system-by-design principles to design a reliable IoT-enabled health care ecosystem and to implement cyber-physical pervasive infrastructure solutions. It takes the reader on a journey that begins with understanding the healthcare monitoring paradigm in IoT-enabled technologies and how it can be applied in various aspects. In addition, the book walks readers through real-time challenges and presents a guide on how to build a safe infrastructure for IoT-based health care. It also helps researchers and practitioners understand the e-health care architecture through IoT and the state-of-the-art in IoT countermeasures. Readers will find this to be a comprehensive discussion on functional frameworks for IoT-based healthcare systems, intelligent medicine, RFID technology, HMI, Cognitive Interpretation, Brain-Computer Interface, Remote Health Monitoring systems, wearable sensors, WBAN, and security and privacy issues in IoT-based health care monitoring systems. - Presents the complete functional framework workflow in IoT-enabled healthcare technologies - Explains concepts of location-aware protocols and decisive mobility in IoT healthcare - Provides complete coverage of intelligent data processing and wearable sensor technologies in IoT-enabled healthcare - Explores the Human Machine Interface and its implications in patient-care systems in IoT healthcare - Explores security and privacy issues and challenges related to data-intensive technologies in healthcare-based Internet of Things

Download or read book Healthcare Education in Nigeria written by Joseph A. Balogun and published by Routledge. This book was released on 2020-12-30 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive and authoritative assessment of the training of health professionals in Nigeria, looking back to how health care education has evolved in the country over time, before investigating new and emerging trends. The book begins with a discussion of the fundamentals of health care education, the art of teaching health care students, and modeling professionalism in health care. The book highlights the work of pioneer Nigerian health care academics, and explores the administration of health care education at departmental level. Finally, it highlights the role of elite Nigerian health care academics in the diaspora, chronicles contemporary challenges in health care education, and makes recommendations for reform. This book will be of interest to students, scholars, and practitioners working on health care education in Africa.

Download or read book Advanced Machine Vision Paradigms for Medical Image Analysis written by Tapan K. Gandhi and published by Academic Press. This book was released on 2020-08-11 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. - Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence - Highlights the advancement of conventional approaches in the field of medical image processing - Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis

Download or read book The Paradigm Shift in Healthcare written by Kenneth R. Sutter, 2nd and published by . This book was released on 2011-10 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: There comes a time when a Paradigm Shift in a specific field is absolutely essential. Obviously there are many Paradigm Shifts attempting to happen right now. People need answers, they are tired of being lied to, they want justice and liberty and all the good things freedom and peace should give you. Some of the Paradigm Shifts are attempts to return to paradigms that did indeed work. Others are brand new paradigms that have been discovered just within the last century. Paradigms that set people free, that make life easier, that make life stable and predictable, and that also throws a little excitement into life. New frontiers to explore. But right at the top of the list is Healthcare. Without your health nothing else is possible, and as it stands right now all most people know about healthcare is disease management. You've been told none of the diseases are curable so you're just going to have to learn how to "manage" them. Innately, you know that is NOT true. Reasoning within yourself. "I was healthy once why can't I be healthy again"? But society has been built around disease creation and management so the answers to your specific health problems evade you, they're hard to find and eventually you give up the search and reluctantly succumb to the same old paradigm of disease management. So a Paradigm Shift in healthcare is desperately needed at this time in history. I could have titled this book "Health Made Easy." As you'll learn, all you really need is a few definitions and the rules that govern health. And they are easy to find in the anatomy and physiology books. One of the oldest tricks in the world is to hide something in plain sight. The Paradigm Shift in Healthcare takes you from discovering what the medical paradigm is and why it can't work "curing" diseases to discovering what the Natural Healing Paradigm is and why it does work eliminating diseases. Its an interesting study and will allow you to make an informed decision on how you want to take care of your health. There are no "cures" as you understand that word. But it is possible to elevate your health. Here are the definitions and rules YOU need to truly enjoy radiant health. Dr. K. R. Sutter II

Download or read book Advances in Smart Healthcare Paradigms and Applications written by Halina Kwaśnicka and published by Springer Nature. This book was released on 2023-08-16 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is dedicated to showcase research and innovation in smart healthcare systems and technologies led by women scientists, researchers, and practitioners. With the advent of artificial intelligence (AI) and related technologies, the healthcare sector has undergone tremendous changes in practice and management in recent years. On par to men, women have made significant contributions to tackle a variety of healthcare problems, creating smarter paradigms to provide effective and efficient solutions for patients and stakeholders. The book presents a small collection of contributions by outstanding women in STEM (Science, Technology, Engineering and Mathematics) education, focusing on the healthcare domain. The selected articles allow readers to comprehend current advances in AI and other methods for undertaking healthcare challenges. It is envisaged that the inspiring work by prominent women scientists, researchers, and practitioners reported in this book offers a beacon to propel women in pursuing STEM education and advancing the healthcare sector for the benefits of humankind.

Download or read book Security and Privacy of Electronic Healthcare Records written by Sudeep Tanwar and published by Institution of Engineering and Technology. This book was released on 2019-10-18 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hospitals, medical practices and healthcare organizations are implementing new technologies at breakneck speed. Yet privacy and security considerations are often an afterthought, putting healthcare organizations at risk of data security and privacy issues, fines, damage to their reputations, with serious potential consequences for the patients. Electronic Health Record systems (EHRs) consist of clinical notes, patient listings, lab results, imaging results and screening tests. EHRs are growing in complexity over time and requiring increasing amounts of data storage.

Download or read book Paradigm Freeze written by Harvey Lazar and published by McGill-Queen's Press - MQUP. This book was released on 2013-10-24 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why has health care reform proved a stumbling block for provincial governments across Canada? What efforts have been made to improve a struggling system, and how have they succeeded or failed? In Paradigm Freeze, experts in the field answer these fundamental questions by examining and comparing six essential policy issues - regionalization, needs-based funding, alternative payment plans, privatization, waiting lists, and prescription drug coverage - in five provinces. Noting hundreds of recommendations from dozens of reports commissioned by provincial governments over the last quarter century - the great majority to little or no avail - the book focuses on careful diagnosis, rather than unplanned treatment, of the problem. Paradigm Freeze is based on thirty case studies of policy reform in Alberta, Saskatchewan, Ontario, Quebec, and Newfoundland and Labrador. The contributors assess the nature and extent of healthcare reform in Canada since the beginning of the 1990s. They account for the generally limited extent of reform that has occurred, and identify the factors associated with the relatively few cases of large reform. An insightful new perspective on a problem that has plagued Canadian governments for decades, Paradigm Freeze is an important addition to the field of health policy. Contributors include John Church (University of Alberta), Michael Ducie (Alberta Health and Wellness), Pierre-Gerlier Forest (Pierre Elliott Trudeau Foundation), Stephen Tomblin (Memorial University), Jeff Braun Jackson (Ontario Professional Firefighters Association, Burlington, ON), Marie-Pascale Pomey (Université de Montréal), John N. Lavis (McMaster University), Harvey Lazar (Queen's University), Elisabeth Martin (Université Laval),Tom McIntosh (University of Regina), Dianna Pasic (McMaster University), Neale Smith (University of British Columbia), and Michael G. Wilson (McMaster University).

Download or read book The Learning Healthcare System written by Institute of Medicine and published by National Academies Press. This book was released on 2007-06-01 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: As our nation enters a new era of medical science that offers the real prospect of personalized health care, we will be confronted by an increasingly complex array of health care options and decisions. The Learning Healthcare System considers how health care is structured to develop and to apply evidence-from health profession training and infrastructure development to advances in research methodology, patient engagement, payment schemes, and measurement-and highlights opportunities for the creation of a sustainable learning health care system that gets the right care to people when they need it and then captures the results for improvement. This book will be of primary interest to hospital and insurance industry administrators, health care providers, those who train and educate health workers, researchers, and policymakers. The Learning Healthcare System is the first in a series that will focus on issues important to improving the development and application of evidence in health care decision making. The Roundtable on Evidence-Based Medicine serves as a neutral venue for cooperative work among key stakeholders on several dimensions: to help transform the availability and use of the best evidence for the collaborative health care choices of each patient and provider; to drive the process of discovery as a natural outgrowth of patient care; and, ultimately, to ensure innovation, quality, safety, and value in health care.

Download or read book Machine Learning with Health Care Perspective written by Vishal Jain and published by Springer Nature. This book was released on 2020-03-09 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.

Download or read book Systems Thinking for Health Systems Strengthening written by World Health Organization and published by World Health Organization. This book was released on 2009 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: Makes the case for systems thinking in an easily accessible form for a broad interdisciplinary audience, including health system stewards, programme implementers, researchers, evaluators, and funding partners.

Download or read book The Future of Nursing 2020 2030 written by National Academies of Sciences Engineering and Medicine and published by . This book was released on 2021-09-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The decade ahead will test the nation's nearly 4 million nurses in new and complex ways. Nurses live and work at the intersection of health, education, and communities. Nurses work in a wide array of settings and practice at a range of professional levels. They are often the first and most frequent line of contact with people of all backgrounds and experiences seeking care and they represent the largest of the health care professions. A nation cannot fully thrive until everyone - no matter who they are, where they live, or how much money they make - can live their healthiest possible life, and helping people live their healthiest life is and has always been the essential role of nurses. Nurses have a critical role to play in achieving the goal of health equity, but they need robust education, supportive work environments, and autonomy. Accordingly, at the request of the Robert Wood Johnson Foundation, on behalf of the National Academy of Medicine, an ad hoc committee under the auspices of the National Academies of Sciences, Engineering, and Medicine conducted a study aimed at envisioning and charting a path forward for the nursing profession to help reduce inequities in people's ability to achieve their full health potential. The ultimate goal is the achievement of health equity in the United States built on strengthened nursing capacity and expertise. By leveraging these attributes, nursing will help to create and contribute comprehensively to equitable public health and health care systems that are designed to work for everyone. The Future of Nursing 2020-2030: Charting a Path to Achieve Health Equity explores how nurses can work to reduce health disparities and promote equity, while keeping costs at bay, utilizing technology, and maintaining patient and family-focused care into 2030. This work builds on the foundation set out by The Future of Nursing: Leading Change, Advancing Health (2011) report.

Download or read book Pervasive Computing Paradigms for Mental Health written by Pietro Cipresso and published by Springer. This book was released on 2019-07-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Pervasive Computing Paradigms for Mental Health, MindCare 2019, held in Buenos Aires, Argentina, in April 2019. The 22 papers presented were carefully reviewed and selected from 38 submissions and present new paradigms in mental healthcare, in parallel with compelling questions about how it is possible to promote and structure these changes to improve physical well-being.

Download or read book Achieving Person Centred Health Systems written by Ellen Nolte and published by Cambridge University Press. This book was released on 2020-08-06 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of person-centred health systems is widely advocated in political and policy declarations to better address health system challenges. A person-centred approach is advocated on political, ethical and instrumental grounds and believed to benefit service users, health professionals and the health system more broadly. However, there is continuing debate about the strategies that are available and effective to promote and implement 'person-centred' approaches. This book brings together the world's leading experts in the field to present the evidence base and analyse current challenges and issues. It examines 'person-centredness' from the different roles people take in health systems, as individual service users, care managers, taxpayers or active citizens. The evidence presented will not only provide invaluable policy advice to practitioners and policymakers working on the design and implementation of person-centred health systems but will also be an excellent resource for academics and graduate students researching health systems in Europe. This title is available as Open Access on Cambridge Core.

Download or read book Paradigms Lost written by Heather Stuart and published by Oxford University Press. This book was released on 2012-06-28 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Paradigms Lost challenges key paradigms currently held about the prevention or reduction of stigma attached to mental illness using evidence and the experience the authors gathered during the many years of their work in this field. Each chapter examines one currently held paradigm and presents reasons why it should be replaced with a new perspective. The book argues for enlightened opportunism (using every opportunity to fight stigma), rather than more time consuming planning, and emphasizes that the best way to approach anti-stigma work is to select targets jointly with those who are most concerned. The most radical change of paradigms concerns the evaluation of outcome for anti-stigma activities. Previously, changes in stigmatizing attitudes were used as the best indicator of success. Paradigms Lost and its authors argue that it is now necessary to measure changes in behaviors (both from the perspective of those stigmatized and those who stigmatize) to obtain a more valid measure of a program's success. Other myths to be challenged: providing knowledge about mental illness will reduce stigma; community care will de-stigmatize mental illness and psychiatry; people with a mental illness are less discriminated against in developing countries. Paradigms Lost concludes by describing key elements in successful anti stigma work including the recommended duration of anti-stigma programmes, the involvement of those with mental illness in designing programmes, and the definition of programmes in accordance with local circumstances. A summary of weaknesses of currently held paradigms and corresponding lists of best practice principles to guide future anti-stigma action and research bring this insightful volume to an apt conclusion.

Download or read book Crossing the Quality Chasm written by Institute of Medicine and published by National Academies Press. This book was released on 2001-07-19 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Second in a series of publications from the Institute of Medicine's Quality of Health Care in America project Today's health care providers have more research findings and more technology available to them than ever before. Yet recent reports have raised serious doubts about the quality of health care in America. Crossing the Quality Chasm makes an urgent call for fundamental change to close the quality gap. This book recommends a sweeping redesign of the American health care system and provides overarching principles for specific direction for policymakers, health care leaders, clinicians, regulators, purchasers, and others. In this comprehensive volume the committee offers: A set of performance expectations for the 21st century health care system. A set of 10 new rules to guide patient-clinician relationships. A suggested organizing framework to better align the incentives inherent in payment and accountability with improvements in quality. Key steps to promote evidence-based practice and strengthen clinical information systems. Analyzing health care organizations as complex systems, Crossing the Quality Chasm also documents the causes of the quality gap, identifies current practices that impede quality care, and explores how systems approaches can be used to implement change.

Download or read book AI and Machine Learning Paradigms for Health Monitoring System written by Hasmat Malik and published by Springer Nature. This book was released on 2021-02-14 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques. The first part covers AI, machine learning and data analytics tools and techniques and their applications to the class of several hospital and health real-life problems. In the later part, the applications of AI, ML and data analytics shall be covered over the wide variety of applications in hospital, health, engineering and/or applied sciences such as the clinical services, medical image analysis, management support, quality analysis, bioinformatics, device analysis and operations. The book presents knowledge of experts in the form of chapters with the objective to introduce the theme of intelligent data analytics and discusses associated theoretical applications. At last, it presents simulation codes for the problems included in the book for better understanding for beginners.