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Author: Adam Bohr
Publisher: Academic Press
ISBN: 0128184396
Category : Computers
Languages : en
Pages : 385
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Book Description
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
Author: Adam Bohr
Publisher: Academic Press
ISBN: 0128184396
Category : Computers
Languages : en
Pages : 385
Get Book Here
Book Description
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
Author: Marek Ćwiklicki
Publisher: Routledge
ISBN: 100051496X
Category : Business & Economics
Languages : en
Pages : 234
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Book Description
Health 4.0 is a term that has derived from the Fourth Industrial Revolution (Industry 4.0), as it pertains to the healthcare industry. This book offers a novel, concise, but at the same time, broad picture of the challenges that the technological revolution has created for the healthcare system. It offers a comprehensive view of health sector actors’ interaction with the emerging new technology, which is disrupting the status quo in health service delivery. It explains how these technological developments impact both society and healthcare governance. Further, the book addresses issues related to key healthcare system stakeholders: the state, patients, medical professionals, and non-governmental organizations. It also examines areas of healthcare system adaptiveness and draws its conclusions by analysing recent health policy changes in different countries across the Americas, Europe, and Asia. The authors offer an innovative approach to the subject by identifying the critical determinants of successful implementation of the Fourth Industrial Revolution’s outcomes in practice, on both a macro- and microlevel. The macrolevel analysis is focused on essential factors of healthcare system adaptiveness for Health 4.0, while the microlevel relates to patients’ expectations with a particular emphasis on senior citizens. The book will appeal to academics, researchers, and students, across a wide range of disciplines, such as health economics, health sciences, public policy, public administration, political science, public governance, and sociology. It will also find an audience among healthcare professionals and health and social policymakers due to its recommendations for implementing Industry 4.0 into a healthcare system.
Author:
Publisher:
ISBN:
Category : Health facilities
Languages : en
Pages : 160
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Book Description
Author: Jyotismita Talukdar
Publisher: Springer
ISBN: 9789819931590
Category : Computers
Languages : en
Pages : 0
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Book Description
This book presents a systematic evolution of artificial intelligence (AI), its applications, challenges and solutions in the field of healthcare. The book mainly covers the foundations and various methods of learning in artificial intelligence with its application in healthcare industry. This book provides a comprehensive introduction to data analysis using AI as a tool in the generation, normalization and analysis of healthcare data in association with several evaluation techniques and accuracy measurements. The book is divided into three major sections describing the basic foundations of AI and its associated algorithms, history of artificial intelligence in healthcare, recent developments and several modeling techniques for the same. The last section of the book provides insights into several implementations and methods of evaluation and accuracy prediction for healthcare analysis in AI. Extensive use of data for analysis and prediction using several technologies has transformed thelives of normal people indirectly effecting our process to communicate, learn, work and socialize within the society. Thus, the book also provides an insight into the ethics of AI that is very vital in the process of implementation and evaluation of healthcare data. The book provides an organized analysis to a considerable part of data in a digitized society. In view of this, it covers the theory, methodology, perfection and verification of empirical work for health-related data processing. Particular attention is devoted to in-depth experiments and applications.
Author: John Abendshien
Publisher: Taylor & Francis
ISBN: 1351855212
Category : Business & Economics
Languages : en
Pages : 189
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Book Description
Healthcare in the U.S. is a critical juncture. We face a sharp upward rise in the number of people with chronic diseases and disabilities. As demands on our current health system grow, so will costs. But as a society we are approaching the upper limit of how much we are willing (or able) to spend on health care. Health care policy makers know this. That is why major health reform measures are focused on population health and value-based care. These are the so-called second curve objectives. But these initiatives are doomed to failure. We are asking a system to do things that it was not designed to do. In fact, we don’t have a health care "system" as such. We have a parts bin of disconnected silos. Fragmented delivery systems. Specialized caregivers. Professional groups. Trade associations. All with distinct cultures. Each with their own motivations and agendas. Our payer and regulatory structures have evolved over the decades in response to political and policy initiatives. However well intentioned (or not), these structures defy logic. They reward and reinforce counter-productive industry behaviors. They pose formidable roadblocks to achieving needed changes. Current reform initiatives are an implicit recognition that our health model is flawed. The attitude seems to be, "Yes, we know the overall health system is a problem, but we can make failure less severe if we implement these measures." We are at a critical juncture. We can continue to place additional demands on an industry model that has outlived its functional utility. Or we can take more of a clean slate approach and move toward a model that is in keeping with today’s needs. The outlook is not good if we stay on the current curve. The demands on resources will continue their upward trajectory. The default scenario will be one of rationing and less to invest in new cures and new technologies. The good news is that we are within sight of a future state of health care that can really work. In this future state, we have gotten rid of the artificial barriers to effective and efficient patient care. Physicians and other health professionals work in a coordinated, inter-disciplinary fashion. They have accountability for the whole care cycle. Caregivers have both the flexibility and encouragement to innovate and come up with optimal delivery approaches. And because they are in a risk-reward relationship with payers, they have the incentives to provide true value. Patients feel intimately connected to a system that is focused on their specific needs. The key to this future state is good old-fashioned market discipline. Other delivery models must either improve or get out of the way. The market will demand cost-efficiencies and won’t tolerate waste. Much of our regulatory structure will be rendered unnecessary. There will be not rewards for poor performance. This book takes a unique macro-level perspective of clinical, economic, and regulatory problems and possible solutions. It takes an objective and something scathing look at current industry structure: a silo-driven culture and entrenchment that is driven by self-interest; as well as the complicity of government in preserving the status quo through regulations, licensure, payment systems, etc.
Author: Pam Arlotto
Publisher: CRC Press
ISBN: 0429770154
Category : Medical
Languages : en
Pages : 249
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Book Description
Orchestrating Value: Population Health in the Digital Age focuses on the leadership thinking and mindset changes needed to transition from brick and mortar healthcare to digital health and connected care. The fourth industrial revolution, with convergent disruptions in biology, business models, computer science, and culture, has the potential to transform the healthcare system like never before. Digital health startups, Big Tech and progressive health systems will change the way health and healthcare are delivered to increasingly digitally savvy consumers. This book challenges readers to rethink the role of data and technology in creating and designing the future. Rather than hooking value-based care and population health management onto traditional healthcare business models, it focuses on the emergence of digital ecosystems. Using the analogy of an orchestra, the book introduces the importance of platforms in the formation of communities and markets with network effects to allow participants to collaborate, create, and innovate. With quotes from healthcare industry leaders and change agents, it helps the strategist understand the three stages of the transition from volume to value. As conductor of the orchestra, the CEO must navigate important leadership pivots to move beyond silo-based thinking. Finally, the Care Management Platform is described as a new operating model for population health in the digital age. As the next generation beyond foundational EHRs, capabilities such as interoperability, analytics, care management and patient/consumer engagement will fundamentally change the way healthcare enterprises operate and deliver value to customers.
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309036437
Category : Medical
Languages : en
Pages : 580
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Book Description
"[This book is] the most authoritative assessment of the advantages and disadvantages of recent trends toward the commercialization of health care," says Robert Pear of The New York Times. This major study by the Institute of Medicine examines virtually all aspects of for-profit health care in the United States, including the quality and availability of health care, the cost of medical care, access to financial capital, implications for education and research, and the fiduciary role of the physician. In addition to the report, the book contains 15 papers by experts in the field of for-profit health care covering a broad range of topicsâ€"from trends in the growth of major investor-owned hospital companies to the ethical issues in for-profit health care. "The report makes a lasting contribution to the health policy literature." â€"Journal of Health Politics, Policy and Law.
Author: Karen L. Pellegrin
Publisher: SAGE Publications
ISBN: 1071910051
Category : Business & Economics
Languages : en
Pages : 257
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Book Description
Healthcare′s advancements are undeniable, but delivering good value remains a challenge. Costs rise while quality improvements lag, leading some to call for removing business from healthcare entirely. This book offers a different perspective, inviting students and professionals to consider the potential of evidence-based business practices to improve healthcare and reduce costs. This engaging guide explores the unique complexities of the healthcare industry, highlighting why it′s ripe for disruption through innovative business solutions. By delving into how traditional models might not fit healthcare perfectly, the book paves the way for understanding how better business practices can unlock the potential for higher quality care at a lower cost.
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 030904491X
Category : Medical
Languages : en
Pages : 225
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Book Description
Americans praise medical technology for saving lives and improving health. Yet, new technology is often cited as a key factor in skyrocketing medical costs. This volume, second in the Medical Innovation at the Crossroads series, examines how economic incentives for innovation are changing and what that means for the future of health care. Up-to-date with a wide variety of examples and case studies, this book explores how payment, patent, and regulatory policiesâ€"as well as the involvement of numerous government agenciesâ€"affect the introduction and use of new pharmaceuticals, medical devices, and surgical procedures. The volume also includes detailed comparisons of policies and patterns of technological innovation in Western Europe and Japan. This fact-filled and practical book will be of interest to economists, policymakers, health administrators, health care practitioners, and the concerned public.
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.
