Textbook of Rapid Response Systems

Textbook of Rapid Response Systems
Author: Michael A. DeVita
Publisher: Springer Science & Business Media
Total Pages: 435
Release: 2010-12-10
Genre: Medical
ISBN: 0387928537

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.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Author: Adam Bohr
Publisher: Academic Press
Total Pages: 385
Release: 2020-06-21
Genre: Computers
ISBN: 0128184396

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

Medical Emergency Teams

Medical Emergency Teams
Author: Michael A. DeVita
Publisher: Springer Science & Business Media
Total Pages: 312
Release: 2007-07-03
Genre: Medical
ISBN: 0387279210

Why Critical Care Evolved METs? In early 2004, when Dr. Michael DeVita informed me that he was cons- ering a textbook on the new concept of Medical Emergency Teams (METs), I was surprised. At Presbyterian-University Hospital in Pittsburgh we int- duced this idea some 15 years ago, but did not think it was revolutionary enough to publish. This, even though, our fellows in critical care medicine training were all involved and informed about the importance of “C- dition C (Crisis),” as it was called to distinguish it from “Condition A (Arrest). ”We thought it absurd to intervene only after cardiac arrest had occurred,because most cases showed prior deterioration and cardiac arrest could be prevented with rapid team work to correct precluding problems. The above thoughts were logical in Pittsburgh, where the legendary Dr. Peter Safar had been working since the late 1950s on improving current resuscitation techniques, ?rst ventilation victims of apneic from drowning, treatment of smoke inhalation, and so on. This was followed by external cardiac compression upon demonstration of its ef?ciency in cases of unexpected sudden cardiac arrest. Dr. Safar devoted his entire professional life to improvement of cardiopulmonary resuscitation. He and many others emphasized the importance of getting the CPR team to o- of-hospital victims of cardiac arrest as quickly as possible.

Fundamentals of Machine Learning for Predictive Data Analytics, second edition

Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Author: John D. Kelleher
Publisher: MIT Press
Total Pages: 853
Release: 2020-10-20
Genre: Computers
ISBN: 0262361108

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.

Hemodynamic Monitoring

Hemodynamic Monitoring
Author: Michael R. Pinsky
Publisher: Springer
Total Pages: 476
Release: 2019-02-21
Genre: Medical
ISBN: 3319692690

This book, part of the European Society of Intensive Care Medicine textbook series, teaches readers how to use hemodynamic monitoring, an essential skill for today’s intensivists. It offers a valuable guide for beginners, as well as for experienced intensivists who want to hone their skills, helping both groups detect an inadequacy of perfusion and make the right choices to achieve the main goal of hemodynamic monitoring in the critically ill, i.e., to correctly assess the cardiovascular system and its response to tissue oxygen demands. The book is divided into distinguished sections: from physiology to pathophysiology; clinical assessment and measurements; and clinical practice achievements including techniques, the basic goals in clinical practice as well as the more appropriate hemodynamic therapy to be applied in different conditions. All chapters use a learning-oriented style, with practical examples, key points and take home messages, helping readers quickly absorb the content and, at the same time, apply what they have learned in the clinical setting. The European Society of Intensive Care Medicine has developed the Lessons from the ICU series with the vision of providing focused and state-of-the-art overviews of central topics in Intensive Care and optimal resources for clinicians working in Intensive Care.

The Future of Health-care Delivery

The Future of Health-care Delivery
Author: Stephen C. Schimpff
Publisher: Potomac Books, Inc.
Total Pages: 400
Release: 2012
Genre: Health & Fitness
ISBN: 1612341578

Approximately 100,000 deaths per year in the United States result from preventable medical errors. This figure is about twice the number of people who die in car accidents and five times the number of murder victims annually, and twenty times the number of servicemen and women killed in Iraq and Afghanistan since the start of hostilities in 2001. If you think Americans have the best health-care system in the world, think again. In this deeply researched and controversial book, Dr. Stephen Schimpff explains why our health-care delivery system serves us so poorly, why it costs so much, and why government policy over many decades has not only failed to improve care delivery but has actually made it worse. In the process, he dispels common misconceptions about medicine and health care. The Future of Health-Care Delivery provides timely information and a road map to achieve world-class care delivery, putting health care where it belongs--in the hands of the patient and medical professionals instead of the insurance companies and government.

Practical Emergency Resuscitation and Critical Care

Practical Emergency Resuscitation and Critical Care
Author: Kaushal Shah
Publisher: Cambridge University Press
Total Pages: 655
Release: 2023-10-31
Genre: Medical
ISBN: 1009055623

The second edition of a succinct and portable text reviewing the clinical approach to emergency medicine and critical care.