Identification of Adverse Drug Event-Related Japanese Articles: Natural Language Processing Analysis.

Shogo Ujiie Shuntaro Yada Shoko Wakamiya Eiji Aramaki

Published in: JMIR medical informatics (2020)

A simple automated system may alleviate the manual labor involved in screening drug safety-related medical articles in pharmaceutical companies. After improving the accuracy of the sentence-level classification by considering a wider context, we intend to apply this system toward real-world postmarketing surveillance.

Keyphrases

adverse drug
deep learning
machine learning
drug induced
emergency department
healthcare
public health
autism spectrum disorder
high throughput