Drug target, class level, and PathFX pathway information share utility for machine learning prediction of common drug-induced side effects

Introduction: Development of drugs often fails due to toxicity and intolerable side effects. Recent advancements in the scientific community have rendered it possible to leverage machine learning techniques to predict individual side effects with domain knowledge features (i.e., drug classification)...

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Bibliographic Details
Main Authors: Han Jie Liu, Jennifer L. Wilson
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Drug Safety and Regulation
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdsfr.2023.1287535/full
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