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A Case-based Reasoning Strategy for Classifying Leukemia Patients: Profile on PlumX
Título : A Case-based Reasoning Strategy for Classifying Leukemia Patients
Autor(es) : Rodríguez González, Sara
de Paz Santana, Juan F.
Bajo Pérez, Javier
Corchado Rodríguez, Juan M.
Palabras clave : Computer Science
Fecha de publicación : 2008
Editor : European Centre for Soft Computing
Citación : Proceedings of ESTYLF 2008. Sesión especial en Soft Computing and Bioinformatics. pp. 579-584.
Resumen : The use of computational methods is fundamental in cancer research. One of the possibilities is the use of Artificial Intelligence techniques. Several of these techniques have been used to analyze expression arrays. However, the new Exon arrays which work with a large amount of data require novel solutions. This paper presents a Case-based reasoning (CBR) system for automatic classification of leukemia patients from Exon array data. The proposed CBR system incorporates novel algorithms for data filtering and classification. The system has been tested and the results obtained are presented in this paper.
URI : http://www.softcomputing.es/estylf08/es/2008-XIV%20Congreso.html
ISBN : 978-84-691-5807-4 (Print)
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