Proceedings of the 15th Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN) pages:81-88
Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN) edition:15 location:Ghent, Belgium date:11-12 May 2006
In this paper we describe an application of data mining methods for different prediction tasks in an intensive care unit. Some of the challenging aspects of performing data mining in this domain are highlighted. The applied methods result in models with good performances within medical standards that can be valuable in assisting medical decision making.