Emerging Technologies for Health and Medicine

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Publisher : John Wiley & Sons
ISBN 13 : 1119509882
Total Pages : 352 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Emerging Technologies for Health and Medicine by : Dac-Nhuong Le

Download or read book Emerging Technologies for Health and Medicine written by Dac-Nhuong Le and published by John Wiley & Sons. This book was released on 2018-10-02 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Showcases the latest trends in new virtual/augmented reality healthcare and medical applications and provides an overview of the economic, psychological, educational and organizational impacts of these new applications and how we work, teach, learn and provide care. With the current advances in technology innovation, the field of medicine and healthcare is rapidly expanding and, as a result, many different areas of human health diagnostics, treatment and care are emerging. Wireless technology is getting faster and 5G mobile technology allows the Internet of Medical Things (IoMT) to greatly improve patient care and more effectively prevent illness from developing. This book provides an overview and review of the current and anticipated changes in medicine and healthcare due to new technologies and faster communication between users and devices. The groundbreaking book presents state-of-the-art chapters on many subjects including: A review of the implications of Virtual Reality (VR) and Augmented Reality (AR) healthcare applications A review of current augmenting dental care An overview of typical human-computer interaction (HCI) that can help inform the development of user interface designs and novel ways to evaluate human behavior to responses in VR and other new technologies A review of telemedicine technologies Building empathy in young children using augmented reality AI technologies for mobile health of stroke monitoring & rehabilitation robotics control Mobile doctor brain AI App An artificial intelligence mobile cloud computing tool Development of a robotic teaching aid for disabled children Training system design of lower limb rehabilitation robot based on virtual reality

Emerging Technologies for Healthcare

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119791723
Total Pages : 418 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Emerging Technologies for Healthcare by : Monika Mangla

Download or read book Emerging Technologies for Healthcare written by Monika Mangla and published by John Wiley & Sons. This book was released on 2021-08-17 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Emerging Technologies for Healthcare” begins with an IoT-based solution for the automated healthcare sector which is enhanced to provide solutions with advanced deep learning techniques. The book provides feasible solutions through various machine learning approaches and applies them to disease analysis and prediction. An example of this is employing a three-dimensional matrix approach for treating chronic kidney disease, the diagnosis and prognostication of acquired demyelinating syndrome (ADS) and autism spectrum disorder, and the detection of pneumonia. In addition, it provides healthcare solutions for post COVID-19 outbreaks through various suitable approaches, Moreover, a detailed detection mechanism is discussed which is used to devise solutions for predicting personality through handwriting recognition; and novel approaches for sentiment analysis are also discussed with sufficient data and its dimensions. This book not only covers theoretical approaches and algorithms, but also contains the sequence of steps used to analyze problems with data, processes, reports, and optimization techniques. It will serve as a single source for solving various problems via machine learning algorithms.

Ethical Implications of Reshaping Healthcare With Emerging Technologies

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Publisher : IGI Global
ISBN 13 : 1799878899
Total Pages : 242 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Ethical Implications of Reshaping Healthcare With Emerging Technologies by : Musiolik, Thomas Heinrich

Download or read book Ethical Implications of Reshaping Healthcare With Emerging Technologies written by Musiolik, Thomas Heinrich and published by IGI Global. This book was released on 2021-10-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving quality of life is one of the main advantages of integrating new innovations into medicine. New technologies are revolutionizing medicine and opening new opportunities for patients, doctors, clinics, and companies. The patient's well-being is monitored autonomously by smartphones, digital medical records simplify everyday clinical work, virtual reality is used for treatment, and robots help in the operating room. The new technological possibilities in healthcare not only change patients’ lives, but also the work of doctors, clinics, and companies. In the fields of healthcare and medicine, new technologies can be used for patient communication, health monitoring, or for the treatment of patients, and modern research is devoted to advancing and understanding these technologies. Ethical Implications of Reshaping Healthcare With Emerging Technologies includes the most up-to-date research in the fields of healthcare and medicine worldwide, provides answers to the forms of treatment that are already possible in medicine, and illuminates the future possibilities that are already being researched. In addition, today's knowledge is translated and shown in how new technologies such as autonomous VR-system can be used for pain reduction as part of a treatment. Finally, this book examines the ethical guidelines in healthcare and medicine that are associated with the rapid development of these technologies. This book will be useful for the healthcare industry, hospital administration, the health insurance industry, doctors, healthcare workers, business professionals, IT specialists, medical software designers, scientists, practitioners, researchers, academicians, and students looking for the latest information on the use of emerging technologies in healthcare settings.

Emerging Technologies in Healthcare

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Publisher : AuthorHouse
ISBN 13 : 1665528427
Total Pages : 483 pages
Book Rating : 4.6/5 (655 download)

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Book Synopsis Emerging Technologies in Healthcare by : Matthew N. O. Sadiku

Download or read book Emerging Technologies in Healthcare written by Matthew N. O. Sadiku and published by AuthorHouse. This book was released on 2021-10-05 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health is regarded as one of the global challenges for mankind. Healthcare is a complex system that covers processes of diagnosis, treatment, and prevention of diseases. It constitutes a fundamental pillar of the modern society. Modern healthcare is technological healthcare. Technology is everywhere. This book focuses on twenty-one emerging technologies in the healthcare industry. An emerging technology is one that holds the promise of creating a new economic engine and is trans-industrial. Emerging technological trends are rapidly transforming businesses in general and healthcare in particular in ways that we find hard to imagine. Artificial intelligence (AI), machine learning, robots, blockchain, cloud computing, Internet of things (IoT), and augmented & virtual reality are some of the technologies at the heart of this revolution and are covered in this book. The convergence of these technologies is upon us and will have a huge impact on the patient experience

Emerging Technologies for Nurses

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Publisher : Springer Publishing Company
ISBN 13 : 0826146511
Total Pages : 239 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Emerging Technologies for Nurses by : Whende M. Carroll, MSN, RN-BC

Download or read book Emerging Technologies for Nurses written by Whende M. Carroll, MSN, RN-BC and published by Springer Publishing Company. This book was released on 2020-02-01 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn and innovate with the latest technologies in nursing and healthcare! The first text of its kind in nursing, this book provides up-to-date information on innovative, smart technologies that nurses can use in clinical and nonclinical settings to keep up with the changing face of healthcare. This compelling guide will provide you with information about exciting areas of technology that have great potential to improve patient care. Subjects include big data, artificial intelligence, virtual and augmented realities, connected technologies, and precision health. There is also discusson of the shift of healthcare delivery into the community, with an outlook on improving outcomes and enhancing practice. Each chapter focuses on developing competency in current and future real-world applications of emerging technologies. Early chapters describe how to utilize new tools, processes, models, and products to serve the quadruple aim of better managing populations, decreasing costs, and enhancing both the patient’s and the clinician’s experience. The culture of innovation coincides with the ever-changing politics of healthcare in later chapters, which then evolves into the entrepreneurial opportunities for nurses. This text is an essential introduction for all practicing nurses, nurse leaders, and nurses teaching health information technology or informatics courses. Key Features: Written by nurses for nurses The latest information on emerging health information technology and associated nursing implications Compelling cases show the dramatic effect of innovations on value-based care Learn how applying novel technologies can improve patient care Qualified instructors have access to supplementary materials, including PowerPoint slides and an Instructor’s Manual

IoT-enabled Smart Healthcare Systems, Services and Applications

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Publisher : John Wiley & Sons
ISBN 13 : 1119816793
Total Pages : 258 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis IoT-enabled Smart Healthcare Systems, Services and Applications by : Shalli Rani

Download or read book IoT-enabled Smart Healthcare Systems, Services and Applications written by Shalli Rani and published by John Wiley & Sons. This book was released on 2022-01-26 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: b”IoT-Enabled Smart Healthcare Systems, Services and ApplicationsExplore the latest healthcare applications of cutting-edge technologies In IoT-Enabled Smart Healthcare Systems, Services and Applications, an accomplished team of researchers delivers an insightful and comprehensive exploration of the roles played by cutting-edge technologies in modern healthcare delivery. The distinguished editors have included resources from a diverse array of learned experts in the field that combine to create a broad examination of a rapidly developing field. With a particular focus on Internet of Things (IoT) technologies, readers will discover how new technologies are impacting healthcare applications from remote monitoring systems to entire healthcare delivery methodologies. After an introduction to the role of emerging technologies in smart health care, this volume includes treatments of ICN-Fog computing, edge computing, security and privacy, IoT architecture, vehicular ad-hoc networks (VANETs), and patient surveillance systems, all in the context of healthcare delivery. Readers will also find: A thorough introduction to ICN-Fog computing for IoT based healthcare, including its architecture and challenges Comprehensive explorations of Internet of Things enabled software defined networking for edge computing in healthcare Practical discussions of a review of e-healthcare systems in India and Thailand, as well as the security and privacy issues that arise through the use of smart healthcare systems using Internet of Things devices In-depth examinations of the architecture and applications of an Internet of Things based healthcare system Perfect for healthcare practitioners and allied health professionals, hospital administrators, and technology professionals, IoT-Enabled Smart Healthcare Systems, Services and Applications is an indispensable addition to the libraries of healthcare regulators and policymakers seeking a one-stop resource that explains cutting-edge technologies in modern healthcare.

Advances in Healthcare Technology

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Publisher : Springer Science & Business Media
ISBN 13 : 1402043848
Total Pages : 565 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Advances in Healthcare Technology by : Gerhard Spekowius

Download or read book Advances in Healthcare Technology written by Gerhard Spekowius and published by Springer Science & Business Media. This book was released on 2006-07-06 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving healthcare and staying healthy is one of the most discussed and important issues in our society. Technology has played and will play an important role in many aspects of the healthcare system, and it offers new and better ways to solve the key health problems of the new century. This book describes valued contributions of technology for improving hospital and home healthcare, and gives a perspective on how they will influence critical aspects of future medical care. It provides an overview and discussion of trends, presents the state-of-the-art of important research areas, and highlights recent breakthrough results in selected fields, giving an outlook on game-changing developments in the coming decades. The material is arranged in 6 parts and a total of 31 chapters. The healthcare areas addressed are: General advances and trends in healthcare technology, diagnostic imaging, integration of imaging and therapy, molecular medicine, medical information technology and personal healthcare.

Internet of Medical Things

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Author :
Publisher : Springer Nature
ISBN 13 : 3030639371
Total Pages : 265 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Internet of Medical Things by : D. Jude Hemanth

Download or read book Internet of Medical Things written by D. Jude Hemanth and published by Springer Nature. This book was released on 2021-04-13 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book looks at the growing segment of Internet of Things technology (IoT) known as Internet of Medical Things (IoMT), an automated system that aids in bridging the gap between isolated and rural communities and the critical healthcare services that are available in more populated and urban areas. Many technological aspects of IoMT are still being researched and developed, with the objective of minimizing the cost and improving the performance of the overall healthcare system. This book focuses on innovative IoMT methods and solutions being developed for use in the application of healthcare services, including post-surgery care, virtual home assistance, smart real-time patient monitoring, implantable sensors and cameras, and diagnosis and treatment planning. It also examines critical issues around the technology, such as security vulnerabilities, IoMT machine learning approaches, and medical data compression for lossless data transmission and archiving. Internet of Medical Things is a valuable reference for researchers, students, and postgraduates working in biomedical, electronics, and communications engineering, as well as practicing healthcare professionals.

Neuroscience Trials of the Future

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Publisher : National Academies Press
ISBN 13 : 0309442583
Total Pages : 111 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Neuroscience Trials of the Future by : National Academies of Sciences, Engineering, and Medicine

Download or read book Neuroscience Trials of the Future written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-11-07 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: On March 3-4, 2016, the National Academies of Sciences, Engineering, and Medicine's Forum on Neuroscience and Nervous System Disorders held a workshop in Washington, DC, bringing together key stakeholders to discuss opportunities for improving the integrity, efficiency, and validity of clinical trials for nervous system disorders. Participants in the workshop represented a range of diverse perspectives, including individuals not normally associated with traditional clinical trials. The purpose of this workshop was to generate discussion about not only what is feasible now, but what may be possible with the implementation of cutting-edge technologies in the future.

Artificial Intelligence in Healthcare

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Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

New Health Technologies

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Publisher : OECD
ISBN 13 : 9264266445
Total Pages : 239 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis New Health Technologies by : Collectif

Download or read book New Health Technologies written by Collectif and published by OECD. This book was released on 2017-02-03 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report discusses the need for an integrated and cyclical approach to managing health technology in order to mitigate clinical and financial risks, and ensure acceptable value for money. The analysis considers how health systems and policy makers should adapt in terms of development, assessment and uptake of health technologies. The first chapter provides an examination of adoption and impact of medical technology in the past and how health systems are preparing for continuation of such trends in the future. Subsequent chapters examine the need to balance innovation, value, and access for pharmaceuticals and medical devices, respectively, followed by a consideration of their combined promise in the area of precision medicine. The final chapter examines how health systems can make better use of health data and digital technologies. The report focuses on opportunities linked to new and emerging technologies as well as current challenges faced by policy makers, and suggests a new governance framework to address these challenges.

Enabling Healthcare 4.0 for Pandemics

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Publisher : John Wiley & Sons
ISBN 13 : 111976906X
Total Pages : 352 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Enabling Healthcare 4.0 for Pandemics by : Abhinav Juneja

Download or read book Enabling Healthcare 4.0 for Pandemics written by Abhinav Juneja and published by John Wiley & Sons. This book was released on 2021-09-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: ENABLING HEALTHCARE 4.0 for PANDEMICS The book explores the role and scope of AI, machine learning and other current technologies to handle pandemics. In this timely book, the editors explore the current state of practice in Healthcare 4.0 and provide a roadmap for harnessing artificial intelligence, machine learning, and Internet of Things, as well as other modern cognitive technologies, to aid in dealing with the various aspects of an emergency pandemic outbreak. There is a need to improvise healthcare systems with the intervention of modern computing and data management platforms to increase the reliability of human processes and life expectancy. There is an urgent need to come up with smart IoT-based systems which can aid in the detection, prevention and cure of these pandemics with more precision. There are a lot of challenges to overcome but this book proposes a new approach to organize the technological warfare for tackling future pandemics. In this book, the reader will find: State-of-the-art technological advancements in pandemic management; AI and ML-based identification and forecasting of pandemic spread; Smart IoT-based ecosystem for pandemic scenario. Audience The book will be used by researchers and practitioners in computer science, artificial intelligence, bioinformatics, data scientists, biomedical statisticians, as well as industry professionals in disaster and pandemic management.

The Role of Telehealth in an Evolving Health Care Environment

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Publisher : National Academies Press
ISBN 13 : 0309262011
Total Pages : 159 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis The Role of Telehealth in an Evolving Health Care Environment by : Institute of Medicine

Download or read book The Role of Telehealth in an Evolving Health Care Environment written by Institute of Medicine and published by National Academies Press. This book was released on 2012-12-20 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Healthcare 4.0

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Publisher : Springer
ISBN 13 : 9811381143
Total Pages : 216 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Healthcare 4.0 by : Janya Chanchaichujit

Download or read book Healthcare 4.0 written by Janya Chanchaichujit and published by Springer. This book was released on 2019-07-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to demonstrate the benefits of implementing Industry 4.0 in healthcare services and to recommend a framework to support this implementation. Key topics in this book include: (1) Discovering emerging technologies and techniques to support Healthcare 4.0, this includes the Internet of Things (IOT) , Big data analytics, Blockchain, Artificial Intelligence (AI) , Optimisation and Predictive Analytics; (2) Illustrating some examples of such advanced implementation in Healthcare 4.0; (3) Recommending a development process to develop health technology start-ups and entrepreneurial activities; and (4) Discuss the transformation methodology used to redesign healthcare processes in order to overcome the challenges of implementing a Healthcare 4.0 project.

Innovation in Health Informatics

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Publisher : Academic Press
ISBN 13 : 0128190442
Total Pages : 441 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Innovation in Health Informatics by : Miltiadis Lytras

Download or read book Innovation in Health Informatics written by Miltiadis Lytras and published by Academic Press. This book was released on 2019-11-13 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation in Health Informatics: A Smart Healthcare Primer explains how the most recent advances in information and communication technologies have paved the way for new breakthroughs in healthcare. The book showcases current and prospective applications in a context defined by an imperative to deliver efficient, patient-centered and sustainable healthcare systems. Topics discussed include big data, medical data analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies. Additionally, there is a discussion on social issues and policy- making for the implementation of smart healthcare. This book is a valuable resource for undergraduate and graduate students, practitioners, researchers, clinicians and data scientists who are interested in how to explore the intersections between bioinformatics and health informatics. - Provides a holistic discussion on the new landscape of medical technologies, including big data, analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies - Presents a case study driven approach, with references to real-world applications and systems - Discusses topics with a research-oriented approach that aims to promote research skills and competencies of readers

Healthcare Technology Management Systems

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Publisher : Academic Press
ISBN 13 : 0128115602
Total Pages : 205 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Healthcare Technology Management Systems by : Rossana Rivas

Download or read book Healthcare Technology Management Systems written by Rossana Rivas and published by Academic Press. This book was released on 2017-07-17 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare Technology Management Systems provides a model for implementing an effective healthcare technology management (HTM) system in hospitals and healthcare provider settings, as well as promoting a new analysis of hospital organization for decision-making regarding technology. Despite healthcare complexity and challenges, current models of management and organization of technology in hospitals still has evolved over those established 40-50 years ago, according to totally different circumstances and technologies available now. The current health context based on new technologies demands working with an updated model of management and organization, which requires a re-engineering perspective to achieve appropriate levels of clinical effectiveness, efficiency, safety and quality. Healthcare Technology Management Systems presents best practices for implementing procedures for effective technology management focused on human resources, as well as aspects related to liability, and the appropriate procedures for implementation. - Presents a new model for hospital organization for Clinical Engineers and administrators to implement Healthcare Technology Management (HTM) - Understand how to implement Healthcare Technology Management (HTM) and Health Technology Assessment (HTA) within all types of organizations, including Human Resource impact, Technology Policy and Regulations, Health Technology Planning (HTP) and Acquisition, as well as Asset and Risk Management - Transfer of knowledge from applied research in CE, HTM, HTP and HTA, from award-winning authors who are active in international health organizations such as the World Health Organization (WHO), Pan American Health Organization (PAHO), American College of Clinical Engineering (ACCE) and International Federation for Medical and Biological Engineering (IFMBE)

An Examination of Emerging Bioethical Issues in Biomedical Research

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Author :
Publisher : National Academies Press
ISBN 13 : 0309676630
Total Pages : 133 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis An Examination of Emerging Bioethical Issues in Biomedical Research by : National Academies of Sciences, Engineering, and Medicine

Download or read book An Examination of Emerging Bioethical Issues in Biomedical Research written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-09-10 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: On February 26, 2020, the Board on Health Sciences Policy of the National Academies of Sciences, Engineering, and Medicine hosted a 1-day public workshop in Washington, DC, to examine current and emerging bioethical issues that might arise in the context of biomedical research and to consider research topics in bioethics that could benefit from further attention. The scope of bioethical issues in research is broad, but this workshop focused on issues related to the development and use of digital technologies, artificial intelligence, and machine learning in research and clinical practice; issues emerging as nontraditional approaches to health research become more widespread; the role of bioethics in addressing racial and structural inequalities in health; and enhancing the capacity and diversity of the bioethics workforce. This publication summarizes the presentations and discussions from the workshop.