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Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into disproportionate spending patterns. This book presents data driven methods, especially machine learning, for understanding and approaching the high utilizers problem, using the example of a large public insurance program. It describes important goals for data driven approaches from different aspects of the high utilizer problem, and identifies challenges uniquely posed by this problem. Key Feature...
Its outstanding feature is the inclusion of journal articles. For more than 50 years the periodicals have been indexed, as well as compilations such as Festschriften, and the proceedings of congresses.
This text provides a comprehensive, state-of-the-art overview of the diagnosis and management of the critically ill cirrhotic patient. The book reviews recent data about risk factors for acute on chronic liver failure (including infection, renal dysfunction and acute alcoholic hepatitis), profiles the latest treatment strategies for the management of variceal bleeding, ascites, hepatocellular carcinoma and presents current and novel therapies for acute hepatic encephalopathy, and anticoagulation in liver disease. The volume also focuses on the changing etiology of liver disease, with an emphasis on obesity and frailty/sarcopenia, and advances in surgical techniques, including living donor liver transplants and gender disparities in liver transplantation. Palliative care for the critically ill liver patient is also discussed in the book. Written by experts in the field, The Critically Ill Cirrhotic Patient: Evaluation and Management is a valuable resource for clinicians, practitioners, health care providers, and researchers who encounter patients with chronic liver disease, including end-stage liver cirrhosis.
Pediatric Inflammatory Bowel Disease, Second Edition provides an essential reference with an emphasis on the unique pediatric issues of IBD. Chapters focus on complications of IBD specific to children and adolescents. Treatment recommendations are based on the latest clinical research available. The textbook also presents sections dedicated to the aspects of participation in clinical research unique to children and adolescents and the complicated yet vital process of successfully transitioning a patient from a pediatric to adult specialist. Controversies in pediatric IBD care such as the off-label use of medications are also covered. The format incorporates multiple tables, graphs, and figur...
Since its initial publication in 1995, this book has become the classic work on every important element of the tumultuous national gun debate in America. This new edition brings together the latest developments and research in gun politics, policy, law, history, and criminology to provide a comprehensive and accessible source widely used by scholars, journalists, and in classrooms. In this era of polarized politics, this book provides a unique window into how and why that polarization drives our politics. Among the new topics covered in this edition are the Supreme Court’s new foray into applying history to evaluate modern gun laws, the effects of political whipsawing between Democratic an...
Lists for 19 include the Mathematical Association of America, and 1955- also the Society for Industrial and Applied Mathematics.
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