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Data Mining of Administrative Claims Data of Pathology Services

Hawkins, Simon; Williams, Graham; Baxter, Rohan; Christen, Peter; Fett, M.; Hegland, Markus; Huang, Fuchun; Nielsen, Ole; Semenova, Tatiana; Smith, Andrew Edward

Description

Australia has a universal health insurance scheme called Medicare. Medicare payments for pathology services generate voluminous transaction data on patients, doctors and pathology laboratories. The Health Insurance Commission (HIC) currently uses predictive models to monitor compliance with regulatory requirements. The HIC commissioned a project to investigate the generation of new features from the data. These features were summarised, visualised and used as inputs for clustering and outlier...[Show more]

CollectionsANU Research Publications
Date published: 2001
Type: Conference paper
URI: http://hdl.handle.net/1885/63266
Source: Proceedings of the 34th Hawaii International Conference on System Sciences (HICSS-34)

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