A comparison of data mining methods and logistic regression to determine factors associated with death following injury.
Book Chapter
Penny, K. I., & Chesney, T. (2006)
A comparison of data mining methods and logistic regression to determine factors associated with death following injury. In Data analysis, classification and the forward search: proceedings of the meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, Univeristy of Parma June 6-8 2005, 417-423. Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-35978-8_46
A comparison of techniques for analysing trauma injury data collected over ten years at a hospital trauma unit in the U.K. is reported. The analysis includes a comparison of f...
Data mining medical information: should artificial neural networks be used to analyse trauma audit data?
Journal Article
Chesney, T., Penny, K. I., Oakley, P., Davies, S., Chesney, D., Maffulli, N. & Templeton, J. (2006)
Data mining medical information: should artificial neural networks be used to analyse trauma audit data?. International Journal of Healthcare Information Systems and Informatics. 1, 51-64. doi:10.4018/jhisi.2006040104. ISSN 1555-3396
Trauma audit is intended to develop effective care for injured patients through process and outcome analysis, and dissemination of results. The system records injury details s...