Machine Learning Techniques Outperform Conventional Statistical Methods in the Prediction of High Risk QTc Prolongation Related to a Drug-Drug Interaction.

In clinical practice, many drug therapies are associated with prolongation of the QT interval. In literature, estimation of the risk of prescribing drug-induced QT prolongation is mainly executed by means of logistic regression; only one paper reported the use of machine learning techniques. In this...

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Detalles Bibliográficos
Publicado en:Journal of Medical Systems Vol. 46; no. 12; pp. 1 - 11
Autores principales: Van Laere, Sven, Muylle, Katoo M., Dupont, Alain G., Cornu, Pieter
Formato: research tables/charts Journal Article
Publicado: Springer Nature Dec2022
Acceso en línea:Ver este registro en EBSCOhost