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.
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.
Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data...
Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and...
Over the years, advances in the business world as well as the changing of diverse application contexts, have caused Data Warehousing and Data Mining to become more paramount in our society. The two...
This book presents data mining methods in the field of healthcare management in a practical way. Healthcare quality and disease prevention are essential in today's world. Healthcare management faces...
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