Practical Predictive Analytics and Decisioning Systems for Medicine : Informatics Accuracy and Cost-Effectiveness for Healthcare Administration and Delivery Including Medical Research

著者名：Miner, Gary D./Miner, Linda A./Goldstein, Mitchell/Nisbet, Robert/Walton, Nephi/Bolding, Pat

Academic Press（2014/09/27発売）

• 言語：ENG
• ISBN：9780124116436
• eISBN：9780124116405

Description

With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is compromised: patient safety, patient communication, and patient information. Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner.Practical Predictive Analytics and Decisioning Systems for Medicine provides the basics of predictive analytics for those new to the area and focuses on general philosophy and activities in the healthcare and medical system. It explains why predictive models are important, and how they can be applied to the predictive analysis process in order to solve real industry problems. Researchers need this valuable resource to improve data analysis skills and make more accurate and cost-effective decisions.- Includes models and applications of predictive analytics why they are important and how they can be used in healthcare and medical research- Provides real world step-by-step tutorials to help beginners understand how the predictive analytic processes works and to successfully do the computations- Demonstrates methods to help sort through data to make better observations and allow you to make better predictions

Table of Contents

PART I: Historical Perspective and the Issues of Concern for Health Care Delivery in the 21st CenturyPART II: Practical step-by-step TUTORIALS and CASE STUDIESPART III: PRACTICAL SOLUTIONS and ADVANCED TOICS in Administration and Delivery of Health Care including PRACTICAL PREDICTIVE ANALYTICS for MEDICINE