In this paper we present a report on the data quality of a medical database containing clinical and administrative data from hospitals and private clinics in the Bologna district area. In particular, we have analyzed the database according to several data quality dimensions, identifying a number of issues (e.g., inaccuracies and incompleteness) that we have systematized and described in this work.
M. Bertoni, G. Furlini, G. Gozzoli, M. P. Landini, M. Magnani, A. Messina, et al. (2009). A case study on the analysis of the data quality of a large medical database. WASHINGTON, D.C. : IEEE [10.1109/DEXA.2009.82].
A case study on the analysis of the data quality of a large medical database
M. P. Landini;M. Magnani;A. Messina;D. Montesi
2009
Abstract
In this paper we present a report on the data quality of a medical database containing clinical and administrative data from hospitals and private clinics in the Bologna district area. In particular, we have analyzed the database according to several data quality dimensions, identifying a number of issues (e.g., inaccuracies and incompleteness) that we have systematized and described in this work.File in questo prodotto:
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