Efficient analysis of drug interactions in liver injury: a retrospective study leveraging natural language processing and machine learning

Efficient analysis of drug interactions in liver injury: a retrospective study leveraging natural language processing and machine learning

Abstract Background Liver injury from drug-drug interactions (DDIs), notably with anti-tuberculosis drugs such as isoniazid, poses a significant safety concern. Electronic medical records contain comprehensive clinical information and have gained increasing attention as a potential resource for DDI...

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Bibliographic Details
Main Authors: Junlong Ma, Heng Chen, Ji Sun, Juanjuan Huang, Gefei He, Guoping Yang
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Medical Research Methodology
Subjects:
Liver injury
Drug interaction
Retrospective study
Natural language processing
Machine learning
Online Access:https://doi.org/10.1186/s12874-024-02443-8
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https://doi.org/10.1186/s12874-024-02443-8

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