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Author: Rohit Tanwar
Publisher: John Wiley & Sons
ISBN: 1119768861
Category : Computers
Languages : en
Pages : 388
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Book Description
ADVANCED HEALTHCARE SYSTEMS This book offers a complete package involving the incubation of machine learning, AI, and IoT in healthcare that is beneficial for researchers, healthcare professionals, scientists, and technologists. The applications and challenges of machine learning and artificial intelligence in the Internet of Things (IoT) for healthcare applications are comprehensively covered in this book. IoT generates big data of varying data quality; intelligent processing and analysis of this big data are the keys to developing smart IoT applications, thereby making space for machine learning (ML) applications. Due to its computational tools that can substitute for human intelligence in the performance of certain tasks, artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Since IoT platforms provide an interface to gather data from various devices, they can easily be deployed into AI/ML systems. The value of AI in this context is its ability to quickly mesh insights from data and automatically identify patterns and detect anomalies in the data that smart sensors and devices generate—information such as temperature, pressure, humidity, air quality, vibration, and sound—that can be really helpful to rapid diagnosis. Audience This book will be of interest to researchers in artificial intelligence, the Internet of Things, machine learning as well as information technologists working in the healthcare sector.
Author: Rohit Tanwar
Publisher: John Wiley & Sons
ISBN: 1119768861
Category : Computers
Languages : en
Pages : 388
Get Book Here
Book Description
ADVANCED HEALTHCARE SYSTEMS This book offers a complete package involving the incubation of machine learning, AI, and IoT in healthcare that is beneficial for researchers, healthcare professionals, scientists, and technologists. The applications and challenges of machine learning and artificial intelligence in the Internet of Things (IoT) for healthcare applications are comprehensively covered in this book. IoT generates big data of varying data quality; intelligent processing and analysis of this big data are the keys to developing smart IoT applications, thereby making space for machine learning (ML) applications. Due to its computational tools that can substitute for human intelligence in the performance of certain tasks, artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Since IoT platforms provide an interface to gather data from various devices, they can easily be deployed into AI/ML systems. The value of AI in this context is its ability to quickly mesh insights from data and automatically identify patterns and detect anomalies in the data that smart sensors and devices generate—information such as temperature, pressure, humidity, air quality, vibration, and sound—that can be really helpful to rapid diagnosis. Audience This book will be of interest to researchers in artificial intelligence, the Internet of Things, machine learning as well as information technologists working in the healthcare sector.
Author: Ashutosh Tiwari
Publisher: John Wiley & Sons
ISBN: 1118773683
Category : Technology & Engineering
Languages : en
Pages : 421
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Book Description
Offers a comprehensive and interdisciplinary view of cutting-edge research on advanced materials for healthcare technology and applications Advanced healthcare materials are attracting strong interest in fundamental as well as applied medical science and technology. This book summarizes the current state of knowledge in the field of advanced materials for functional therapeutics, point-of-care diagnostics, translational materials, and up-and-coming bioengineering devices. Advanced Healthcare Materials highlights the key features that enable the design of stimuli-responsive smart nanoparticles, novel biomaterials, and nano/micro devices for either diagnosis or therapy, or both, called theranostics. It also presents the latest advancements in healthcare materials and medical technology. The senior researchers from global knowledge centers have written topics including: State-of-the-art of biomaterials for human health Micro- and nanoparticles and their application in biosensors The role of immunoassays Stimuli-responsive smart nanoparticles Diagnosis and treatment of cancer Advanced materials for biomedical application and drug delivery Nanoparticles for diagnosis and/or treatment of Alzheimers disease Hierarchical modelling of elastic behavior of human dental tissue Biodegradable porous hydrogels Hydrogels in tissue engineering, drug delivery, and wound care Modified natural zeolites Supramolecular hydrogels based on cyclodextrin poly(pseudo)rotaxane Polyhydroxyalkanoate-based biomaterials Biomimetic molecularly imprinted polymers
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309113695
Category : Medical
Languages : en
Pages : 202
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Book Description
Drawing on the work of the Roundtable on Evidence-Based Medicine, the 2007 IOM Annual Meeting assessed some of the rapidly occurring changes in health care related to new diagnostic and treatment tools, emerging genetic insights, the developments in information technology, and healthcare costs, and discussed the need for a stronger focus on evidence to ensure that the promise of scientific discovery and technological innovation is efficiently captured to provide the right care for the right patient at the right time. As new discoveries continue to expand the universe of medical interventions, treatments, and methods of care, the need for a more systematic approach to evidence development and application becomes increasingly critical. Without better information about the effectiveness of different treatment options, the resulting uncertainty can lead to the delivery of services that may be unnecessary, unproven, or even harmful. Improving the evidence-base for medicine holds great potential to increase the quality and efficiency of medical care. The Annual Meeting, held on October 8, 2007, brought together many of the nation's leading authorities on various aspects of the issues - both challenges and opportunities - to present their perspectives and engage in discussion with the IOM membership.
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309133939
Category : Medical
Languages : en
Pages : 374
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Book Description
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.
Author: Paul M. Griffin
Publisher: John Wiley & Sons
ISBN: 1118971094
Category : Technology & Engineering
Languages : en
Pages : 412
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Book Description
Apply engineering and design principles to revitalize the healthcare delivery system Healthcare Systems Engineering is the first engineering book to cover this emerging field, offering comprehensive coverage of the healthcare system, healthcare delivery, and healthcare systems modeling. Written by leading industrial engineering authorities and a medical doctor specializing in healthcare delivery systems, this book provides a well-rounded resource for readers of a variety of backgrounds. Examples, case studies, and thoughtful learning activities are used to thoroughly explain the concepts presented, including healthcare systems, delivery, quantification, and design. You'll learn how to approach the healthcare industry as a complex system, and apply relevant design and engineering principles and processes to advance improvements. Written with an eye toward practicality, this book is designed to maximize your understanding and help you quickly apply toward solutions for a variety of healthcare challenges. Healthcare systems engineering is a new and complex interdisciplinary field that has emerged to address the myriad challenges facing the healthcare industry in the wake of reform. This book functions as both an introduction and a reference, giving you the knowledge you need to move toward better healthcare delivery. Understand the healthcare delivery context Use appropriate statistical and quantitative models Improve existing systems and design new ones Apply systems engineering to a variety of healthcare contexts Healthcare systems engineering overlaps with industrial engineering, operations research, and management science, uniting the principles and practices of these fields together in pursuit of optimal healthcare operations. Although collaboration is focused on practitioners, professionals in information technology, policy and administration, public health, and law all play crucial roles in revamping health care systems. Healthcare Systems Engineering is a complete and authoritative reference for stakeholders in any field.
Author: Xiaoming Sun
Publisher: John Wiley & Sons
ISBN: 1119508924
Category : Social Science
Languages : en
Pages : 1162
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Book Description
Your all-in-one companion for health personnel World Health Systems details different health systems, including their related health insurance and drug supply systems, in various parts of the world with both macro- and micro- perspectives. The book is arranged in five parts: the first part presents, from multidisciplinary perspectives, outlines of various health systems throughout the world, as well as current trends in the development and reform of world health systems. The second and third parts expound on the health systems in developed countries, discussing the government's role in the health service market and basic policies on medication administration and expenses, before analyzing the health systems of Britain, Canada, Australia, Sweden, Germany, France, Japan, Poland, USA, Singapore, Hongkong (China), and Taiwan (China). The fourth and fifth parts discuss health systems in less developed countries and areas, typically the BRICS and other countries in Asia (Thailand, Vietnam, the Philippines, Armenia, and Kyrghyzstan), Africa (Egypt, Morocco), Europe (Hungary, Czech Republic, and Bulgaria) and South America (Cuba, Chile, and Mexico), summarizing their past experiences, while making assessments of their current efforts to shed light on future developments. Details a variety of health systems throughout the world Compares their fundamental features and characteristics Discusses their respective strengths and shortcomings Provides insight from an author who holds multiple impressive titles in the health sector Public health professionals and academics alike will want to add World Health Systems to their library.
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309262054
Category : Medical
Languages : en
Pages : 159
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Book Description
In 1996, the Institute of Medicine (IOM) released its report Telemedicine: A Guide to Assessing Telecommunications for Health Care. In that report, the IOM Committee on Evaluating Clinical Applications of Telemedicine found telemedicine is similar in most respects to other technologies for which better evidence of effectiveness is also being demanded. Telemedicine, however, has some special characteristics-shared with information technologies generally-that warrant particular notice from evaluators and decision makers. Since that time, attention to telehealth has continued to grow in both the public and private sectors. Peer-reviewed journals and professional societies are devoted to telehealth, the federal government provides grant funding to promote the use of telehealth, and the private technology industry continues to develop new applications for telehealth. However, barriers remain to the use of telehealth modalities, including issues related to reimbursement, licensure, workforce, and costs. Also, some areas of telehealth have developed a stronger evidence base than others. The Health Resources and Service Administration (HRSA) sponsored the IOM in holding a workshop in Washington, DC, on August 8-9 2012, to examine how the use of telehealth technology can fit into the U.S. health care system. HRSA asked the IOM to focus on the potential for telehealth to serve geographically isolated individuals and extend the reach of scarce resources while also emphasizing the quality and value in the delivery of health care services. This workshop summary discusses the evolution of telehealth since 1996, including the increasing role of the private sector, policies that have promoted or delayed the use of telehealth, and consumer acceptance of telehealth. The Role of Telehealth in an Evolving Health Care Environment: Workshop Summary discusses the current evidence base for telehealth, including available data and gaps in data; discuss how technological developments, including mobile telehealth, electronic intensive care units, remote monitoring, social networking, and wearable devices, in conjunction with the push for electronic health records, is changing the delivery of health care in rural and urban environments. This report also summarizes actions that the U.S. Department of Health and Human Services (HHS) can undertake to further the use of telehealth to improve health care outcomes while controlling costs in the current health care environment.
Author: Peter Buerhaus
Publisher: Jones & Bartlett Publishers
ISBN: 0763756849
Category : Business & Economics
Languages : en
Pages : 329
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Book Description
The Future of the Nursing Workforce in the United States: Data, Trends and Implications provides a timely, comprehensive, and integrated body of data supported by rich discussion of the forces shaping the nursing workforce in the US. Using plain, jargon free language, the book identifies and describes the key changes in the current nursing workforce and provide insights about what is likely to develop in the future. The Future of the Nursing Workforce offers an in-depth discussion of specific policy options to help employers, educators, and policymakers design and implement actions aimed at strengthening the current and future RN workforce. The only book of its kind, this renowned author team presents extensive data, exhibits and tables on the nurse labor market, how the composition of the workforce is evolving, changes occurring in the work environment where nurses practice their profession, and on the publics opinion of the nursing profession.
Author: National Academy of Engineering
Publisher: National Academies Press
ISBN: 0309120640
Category : Medical
Languages : en
Pages : 340
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Book Description
Improving our nation's healthcare system is a challenge which, because of its scale and complexity, requires a creative approach and input from many different fields of expertise. Lessons from engineering have the potential to improve both the efficiency and quality of healthcare delivery. The fundamental notion of a high-performing healthcare system-one that increasingly is more effective, more efficient, safer, and higher quality-is rooted in continuous improvement principles that medicine shares with engineering. As part of its Learning Health System series of workshops, the Institute of Medicine's Roundtable on Value and Science-Driven Health Care and the National Academy of Engineering, hosted a workshop on lessons from systems and operations engineering that could be applied to health care. Building on previous work done in this area the workshop convened leading engineering practitioners, health professionals, and scholars to explore how the field might learn from and apply systems engineering principles in the design of a learning healthcare system. Engineering a Learning Healthcare System: A Look at the Future: Workshop Summary focuses on current major healthcare system challenges and what the field of engineering has to offer in the redesign of the system toward a learning healthcare system.
Author: Craig Albanese
Publisher:
ISBN: 9781496141897
Category :
Languages : en
Pages : 272
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Book Description
Healthcare in the United States is in need of reform. The industry must learn to operate in a fundamentally different way if there is any hope of delivering safer, more reliable, higher quality care with improved patient and staff experience-and accomplish all of this at the lowest possible cost. Advanced Lean in Healthcare is a practical guide for anyone in the healthcare industry. The book presents a novel approach to creating an advanced operating system, breaking it down into simple-to-understand steps. Borrowing from a business system with its roots in manufacturing, Advanced Lean in Healthcare narrates a healthcare industry operational problem through the experience of a patient: a young boy ravaged by terminal illness. By putting a real-world lens on the situation, the book takes the reader through five levels of the increasingly advanced steps of a lean transformation, giving them a bird's-eye view of the required operational and management shifts. By introducing lean strategies one-by-one, the authors provide an easy-to-understand plan for providing higher quality care, improved patient and staff experience, and significant cost savings for healthcare organizations. At its core, lean is a business strategy that aims to increase customer satisfaction and improve staff and corporate productivity by reducing the amount of non-value added work (waste). By engaging everyone in an organization in problem solving to reduce waste, the efficiency and quality of patient care can be optimized. In addition, engaging the entire workforce produces harder-to-quantify results, such as improved morale and greater organizational capability for future problem solving and growth. Advanced Lean in Healthcare introduces the various terms and methodologies of lean and compares them side-by-side with more traditional methods, demonstrating how the five level operating system stacks up against the status quo. In addition, a multitude of colored graphs, photographs, and lists are used to demonstrate and augment the detailed text. By providing specific examples of what works and what doesn't work, the authors make the transformation to a lean system an attainable goal for any organization that is truly committed to change and continuous improvement. The five levels are divided into ten chapters, each building on its predecessor, to provide a clear framework from beginning to end, which healthcare organizations can adapt to their own needs. The end result is a framework that is accessible by anyone in the healthcare industry-including physicians, nurses, technicians, managers, and executives-to create a true transformational shift in their daily operations, making their organization run better, more efficiently, and more affordably, all while maintaining the highest standard of quality and service.
