A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators

A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators

Drug-drug interaction (DDI) is a significant public health issue that accounts for 30% of unanticipated clinically hazardous medication events. The past decade has seen an evolution in informatics-based research for DDI signal identification. This paper aims to create an ensemble stacking...

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Bibliographic Details
Main Authors: Sidra Abbas, Gabriel Avelino Sampedro, Mideth Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Mohamed Zaidi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Drug-drug interaction
drug indicators
DrugBank
machine learning
one-hot encoding
biomedical
Online Access:https://ieeexplore.ieee.org/document/10250422/

Internet

https://ieeexplore.ieee.org/document/10250422/

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