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Successor to the editors' groundbreaking book on medical emergency teams, Textbook of Rapid Response Systems addresses the problem of patient safety and quality of care; the logistics of creating an RRS (resource allocation, process design, workflow, and training); the implementation of an RRS (organizational issues, challenges); and the evaluation of program results. Based on successful RRS models that have resulted in reduced in-hospital cardiac arrest and overall hospital death rates, this book is a practical guide for physicians, hospital administrators, and other healthcare professionals who wish to initiate an RRS program within their own institutions.

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

This key textbook equips all nurses with the knowledge and skills required to care for the deteriorating patient in the clinical environment. The book emphasises the importance of systematic assessment, interpretation of clinical signs of deterioration, and the need to escalate the patient in a timely manner. Using a unique system-based approach, each chapter contains structured learning outcomes and concludes with a competence-based skills assessment to perfect the reader's practice skills. These skills are recommended as essential for every nurse in an acute area and key to successful practice. Restructured for ease of use, this new edition has been fully updated to match current guidelines, with new chapters on pain management and the ethics and ceilings of treatment. Written by senior nurses, this key textbook uses real life case studies to link knowledge to practice and is essential reading for all nurses working in acute care settings and undertaking study in the field.

From early conception until the postpartum period, anaesthetists are required to provide pregnant women with the highest standard of anaesthetic care and pain relief whilst negotiating challenges such as concurrent systemic disease, infertility, and obesity as well as practising in accordance with new developments in fetal medicine surgery, pharmacology, and imaging. The Oxford Textbook of Obstetric Anaesthesia provides an up-to-date summary of the scientific basis, assessment for and provision of anaesthesia throughout pregnancy and labour. This highly authoritative textbook is conceptually divided into nine sections, detailing maternal and fetal physiology, fetal and neonatal assessment and therapy, anaesthesia before and during pregnancy, labour and vaginal delivery, anaesthesia for caesarean delivery, anaesthetic and obstetric complications, as well as systemic disease. Individual chapters address topics such as simulation and ultrasound. Authored by an international team of expert anaesthetists this textbook reflects current world-wide practice and guidelines. Designed for consultants and trainees in anaesthesia, the Oxford Textbook of Obstetric Anaesthesia is the definitive source of expert knowledge for anaesthetists in this subspecialty.

Japan is aging rapidly, and its government has been groping with the implications of this profound social change. In a pioneering study of postwar Japanese social policy, John Creighton Campbell traces the growth from small beginnings to an elaborate and expensive set of pension, health care, employment, and social service programs for older people. He argues that an understanding of policy change requires a careful disentangling of social problems and how they come to be perceived, the invention (or borrowing) of policy solutions, and conflicts and coalitions among bureaucrats, politicians, interest groups, and the general public. The key to policy change has often been the strategies adopted by policy entrepreneurs to generate or channel political energy. To make sense of all these complex processes, the author employs a new theory of four "modes" of decision-making--cognitive, political, artifactual, and inertial. Campbell refutes the claim that there is a unique "Japanese-style welfare state." Despite the big differences in cultural values, social arrangements, economic priorities, and political control, government responsibility for the "aging-society problem" is broadly similar to that in advanced Western nations. However, Campbell's account of how Japan has taken on that responsibility raises new issues for our understanding of both Japanese politics and theories of the welfare state. Originally published in 1992. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.