Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare

Author: Adam Bohr

Publisher: Academic Press

Published: 2020-06-21

Total Pages: 385

ISBN-13: 0128184396

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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


The Digital Transformation of Healthcare

The Digital Transformation of Healthcare

Author: Marek Ćwiklicki

Publisher: Routledge

Published: 2021-12-30

Total Pages: 234

ISBN-13: 100051496X

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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.


The Fourth Industrial Revolution

The Fourth Industrial Revolution

Author: Klaus Schwab

Publisher: Crown Currency

Published: 2017-01-03

Total Pages: 194

ISBN-13: 1524758876

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World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolu­tion, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.


Health Care in the Next Curve

Health Care in the Next Curve

Author: John Abendshien

Publisher: Taylor & Francis

Published: 2018-08-06

Total Pages: 189

ISBN-13: 1351855212

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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.


Orchestrating Value

Orchestrating Value

Author: Pam Arlotto

Publisher: CRC Press

Published: 2020-02-05

Total Pages: 136

ISBN-13: 0429770146

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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.


Artificial Intelligence in Healthcare Industry

Artificial Intelligence in Healthcare Industry

Author: Jyotismita Talukdar

Publisher: Springer

Published: 2024-07-03

Total Pages: 0

ISBN-13: 9789819931590

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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.


For-Profit Enterprise in Health Care

For-Profit Enterprise in Health Care

Author: Institute of Medicine

Publisher: National Academies Press

Published: 1986-01-01

Total Pages: 580

ISBN-13: 0309036437

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"[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.


Healthcare at a Turning Point

Healthcare at a Turning Point

Author: Rita E. Numerof

Publisher: CRC Press

Published: 2012-08-16

Total Pages: 279

ISBN-13: 1466578874

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If the furious debate around the state of healthcare in the US has led to any consensus, it‘s that the system should be delivering better quality for less cost than it does. The truth is that our healthcare system is a sprawling mix of competing interests in which those of the patient are valued least. Too much discussion has devolved to simplistic


Health Professions Education

Health Professions Education

Author: Institute of Medicine

Publisher: National Academies Press

Published: 2003-07-01

Total Pages: 191

ISBN-13: 030913319X

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The Institute of Medicine study Crossing the Quality Chasm (2001) recommended that an interdisciplinary summit be held to further reform of health professions education in order to enhance quality and patient safety. Health Professions Education: A Bridge to Quality is the follow up to that summit, held in June 2002, where 150 participants across disciplines and occupations developed ideas about how to integrate a core set of competencies into health professions education. These core competencies include patient-centered care, interdisciplinary teams, evidence-based practice, quality improvement, and informatics. This book recommends a mix of approaches to health education improvement, including those related to oversight processes, the training environment, research, public reporting, and leadership. Educators, administrators, and health professionals can use this book to help achieve an approach to education that better prepares clinicians to meet both the needs of patients and the requirements of a changing health care system.