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...

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Bibliographic Details

Published in:	International Journal of Medical Informatics Vol. 142
Main Authors:	Jacques, Julie, Martin-Huyghe, Hélène, Lemtiri-Florek, Justine, Taillard, Julien, Jourdan, Laetitia, Dhaenens, Clarisse, Delerue, David, Hansske, Arnaud, Leclercq, Valérie
Format:	research Journal Article
Published:	Elsevier B.V. Oct2020
Online Access:	View this record in EBSCOhost