The detection of hospitalized patients at risk of testing positive to multi-drug resistant bacteria using MOCA-I, a rule-based "white-box" classification algorithm for medical data.

Background: Multi-drug resistant (MDR) bacteria are a major health concern. In this retrospective study, a rule-based classification algorithm, MOCA-I (Multi-Objective Classification Algorithm for Imbalanced data) is used to identify hospitalized patients at risk of testing positive for multidrug-re...

Descripción completa

Detalles Bibliográficos
Publicado en:International Journal of Medical Informatics Vol. 142
Autores principales: Jacques, Julie, Martin-Huyghe, Hélène, Lemtiri-Florek, Justine, Taillard, Julien, Jourdan, Laetitia, Dhaenens, Clarisse, Delerue, David, Hansske, Arnaud, Leclercq, Valérie
Formato: research Journal Article
Publicado: Elsevier B.V. Oct2020
Acceso en línea:Ver este registro en EBSCOhost