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Revista Cubana de Ciencias Informáticas

versión On-line ISSN 2227-1899


CARDOSO GARCIA, Yanet  y  ARZA VALDES, Luis. OneR Algorithm. Its application on Clinical Trials. Rev cuba cienc informat [online]. 2017, vol.11, n.2, pp. 61-72. ISSN 2227-1899.

ABSTRACT Clinical Trials constitute a critical stage in the development of any medical product. The large body of data generated and the information hidden in them, remain as one of the dilemmas for the scientific community. Data mining becomes one of the solutions to the problem at hand. In this paper, a OneR algorithm for induction rules is applied, with the aim of showing patterns from the data contained in the LeukoCIM product data market, in clinical trial phase by the specialists of the Molecular Immunology Center. The application of the algorithm was carried out through the data mining process, guided by the Cross-Industry Standard Process for Data Mining methodology and integrated into the PostgreSQL Database Management System. As a result, it was obtained a set of classification rules related to the level of the adverse event presented in the base disease of patients, demonstrating the feasibility of using the OneR algorithm in this sensitive sector of the society.

Palabras clave : Clinical Trials; data mining; OneR algorithm.

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