2 documents found, page 1 of 1
Top data mining tools for the healthcare industry
Santos-Pereira, Judith; Gruenwald, Le; Bernardino, JorgeThe healthcare industry has become increasingly challenging, requiring retrieval of knowledge from large amounts of complex data to find the best treatments. Several works have suggested the use of Data Mining tools to overcome the challenges; however, none of them has suggested the best tool to do so. To fill this gap, this paper presents a survey of popular open-source data mining tools in which data mining t...
Using Data Mining to Assist in Predicting Reproductive Outcomes Following Varic...
Sousa, Ana Paula; Santos-Pereira, Judith; Freire, Maria José; Parada, Belmiro; Almeida Santos, Teresa; Bernardino, Jorge; Ramalho-Santos, JoãoWe carried out a retrospective analysis of infertile couple data using several methodologies and data analysis techniques, including the application of a novel data mining approach for analyzing varicocele treatment outcomes. The aim of this work was to characterize embolized varicocele patients by ascertaining the improvement of some of their clinical features, predicting the success of treatment via pregnancy...