Matthew A. Lanham

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BACKGROUND With most Clostridium difficile infections (CDI) occurring after exposure to antimicrobial treatment, specific antibiotics and duration of exposure were evaluated independently for increased risk of CDI in surgical patients. METHODS A retrospective, case-control design was used to study surgical inpatients. The case group had a positive(More)
We study the performance of machine learning algorithms that have not been previously investigated to support this problem of blood donation prediction. We build models on clustered data sets using k-means clustering and not using clustering to see if performance is significantly improved using clustering or not. The motivation for this research is that(More)
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