A Message Passing Approach to Biomedical Relation Classification for Drug–Drug Interactions

A Message Passing Approach to Biomedical Relation Classification for Drug–Drug Interactions

The task of extracting drug entities and possible interactions between drug pairings is known as Drug–Drug Interaction (DDI) extraction. Computer-assisted DDI extraction with Machine Learning techniques can help streamline this expensive and time-consuming process during the drug development cycle....

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Bibliographic Details
Main Authors: Dimitrios Zaikis, Christina Karalka, Ioannis Vlahavas
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
Drug–Drug Interactions
transformers
graph neural networks
language models
relation classification
domain-adaption
Online Access:https://www.mdpi.com/2076-3417/12/21/10987

Internet

https://www.mdpi.com/2076-3417/12/21/10987

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