2012-2013 University Catalog 
  
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2012-2013 University Catalog

HAP 780 - Data Mining in Health Care

Credits: 3 (NR)
An introductory course to data mining and knowledge discovery in health care. Methods for mining health care databases and synthesizing task-oriented knowledge from computer data and prior knowledge are emphasized. Topics include fundamental concepts of datamining, data preprocessing, classification and prediction (decision trees, attributional rules, Bayesian networks), constructive induction, cluster and association analysis, knowledge representation and visualization, and an overview of practical tools for discovering knowledge from medical data. These topics are illustrated by examples of practical applications in health care.

Prerequisite(s): Graduate-level statistics course.

Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0