Data Mining Healthcare And Clinical Databases
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Data Mining Healthcare and Clinical Databases
This text will demonstrate the different data mining techniques and how they can be used to investigate patient records and public health records with the dual objective of decreasing costs while improving the quality of care. In this chapter, we give a basic introduction to the data mining process (section 3). We also give basic information concerning the datasets that we will be using to demonstrate the techniques (section 2). In subsequent chapters, we will examine specific questions to demonstrate how the various data mining techniques can be used to investigate the electronic medical record, billing data, and other healthcare databases to satisfy our objectives.
Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis
"This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher.
Computer Medical Databases
Author: Morris F. Collen
language: en
Publisher: Springer Science & Business Media
Release Date: 2011-10-20
Chapter 1 offers an overview of the basic computer technology. Each succeeding chapter, describes the problems in medicine, followed by a review in chronological sequence of why and how computers were applied to try to meet these problems. Only the technical aspects of computer hardware, software, and communications are discussed as they are necessary to explain how the technology was applied. This approach generally led to defining the objectives for applications of medical informatics. At the end of each chapter, the author summarizes his personal views and interpretations of the chapter contents. Although the concurrent evolution of medical informatics in Canada, Europe, and Japan certainly influenced workers in the United States, the scope of this historical review is limited to the development of medical informatics within the United States. Furthermore, this review is limited to electronic digital computers; it excludes mechanical, analog, and hybrid computers.