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Improving clinical path management strategies by constructive induction
Mertik, Matej, 1977- ; Zorman, Milan ; Zalar, Bojan, 1956-
Digitalization of data has provided self understandable aspect of collect, store and retrieve large amollnts of documents in databases, data repositoriesand data warehouses. Discovery of knowledge ...hidden in these databases can provide organizations with insight into there own internal intellectual assets. However, how to interpret meaningful information from this data remains one of the important challenges. This paper emphasizes importance of the pre-process part of KDD in such large data repositories. A health care organization study is used as an illustrative example where the KDD methods ofC5.0 and CART are used. With careful analysis on large data, such as the lise of proper feature sets, appropriate sampling sets, important meaningful information as insight into clinical pathways are discovered.
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