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This book explores the ethical governance of Artificial Intelligence (AI) & Machine Learning (ML) in healthcare. AI/ML usage in healthcare as well as our daily lives is not new. However, the direct, and oftentimes long-term effects of current technologies, in addition to the onset of future innovations, have caused much debate about the safety of AI/ML. On the one hand, AI/ML has the potential to provide effective and efficient care to patients, and this sways the argument in favor of continuing to use AI/ML; but on the other hand, the dangers (including unforeseen future consequences of the further development of the technology) leads to vehement disagreement with further AI/ML usage. Due to its potential for beneficial outcomes, the book opts to push for ethical AI/ML to be developed and examines various areas in healthcare, such as big data analytics and clinical decision-making, to uncover and discuss the importance of developing ethical governance for AI/ML in this setting.
"This book provides a comprehensive understanding and coverage of the various theories, models and related research approaches used within IS research"--Provided by publisher.
This book shows how religions and their internal struggles shape key actors and processes in the international political economy. It highlights how fundamentalist, business-oriented Christians in the United States were instrumental in the neoliberal turn in US hegemony, how Christianity, in the form of prosperity religion, transformed Latin America, and how reactionary religious movements sharpened state competition through illiberal politics in Turkey, India, and elsewhere. But reactionary movements are also confronted by liberationist or more progressive movements, such as Islamic feminism, that seek to build a more inclusive global economy. Religions and their ideas should be seen as a constitutive part of neoliberal globalization and its contestation in IPE.
This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes multiple examples of their applications in the field. The book also identifies practical challenges that fuel the need for analytics in healthcare as well as the solutions to address these problems. In the healthcare field, professionals have access to vast amount of data in the form of staff records, electronic patient record, clinical findings, diagnosis, prescription drug, medical imaging procedure, mobile health, resources available, etc. Managing the data and analyzing it to properly understan...
AI's impact on human societies is and will be drastic in so many ways. AI is being adopted and implemented around the world, and government and universities are investing in AI studies, research, and development. However, very little research exists about the impact of AI on our lives. This book will address this gap; it will gather reflections from around the world to assess the impact of AI on different aspects of society as well as propose ways in which we can address this impact and the research agendas needed.
Higher education institutions in the United States and across the globe, are realizing the importance of enabling internal and external collaborative work, e.g., interdisciplinary research and community partnerships. In recent years, researchers have documented the benefits of organizational collaboration for research including greater efficiency, effectiveness, and enhanced research reputation. In addition, accreditors, foundations, business, and government agencies have been espousing the value of collaboration for knowledge creation and research and improved organizational functioning. As a result of both the external pressures and the known benefits, many forms of internal and external r...
The first resource of its kind, Introduction to Health Informatics examined the effects of health informatics on healthcare practitioners, patients, and policies from a distinctly Canadian perspective. This second edition has been thoroughly updated to reflect current trends and innovations in health informatics and includes new figures, charts, tables, and web links. In this text, author Christo El Morr presents the subject of health informatics in an accessible, concise way, breaking the topic down into 12 chapters divided into 3 sections. Each chapter includes objectives, key terms, which are defined in a full glossary at the end of the text, and a “Test Your Understanding” section fo...
What is transdisciplinarity - and what are its methods? How does a living lab work? What is the purpose of citizen science, student-organized teaching and cooperative education? This handbook unpacks key terms and concepts to describe the range of transdisciplinary learning in the context of academic education. Transdisciplinary learning turns out to be a comprehensive innovation process in response to the major global challenges such as climate change, urbanization or migration. A reference work for students, lecturers, scientists, and anyone wanting to understand the profound changes in higher education.
The book summarizes highly topical research contributions on UAS research, which stand in the context of cooperation and exchange between Germany and China. As a dialogue-based platform, this yearbook further develops UAS research and creates an initial conceptual and publishing framework for further self-reflection and identity formation of the concept of "applied sciences".
Creating Space in the Fifth Estate explores what is new and valued about the digital media environment. The deep and far-reaching changes that are being wrought by the digital revolution are as radical in their effect as the impact of the industrial revolution was in the nineteenth century. While the long-term significance of these changes is uncertain, the nature of the power of differing forms of media offers interesting possibilities for research, as does the potential for a new mainstream space that shares characteristics with older loci of power. This space is not, as this book suggests, merely a space for journalistic endeavors, as shown by contributions here examining a diverse range ...