/tools/Predicting-Adverse-Drug-Reactions-with-Machine-Learning
Predicting-Adverse-Drug-Reactions-with-Machine-Learning
ricardoamferreira/Predicting-Adverse-Drug-Reactions-with-Machine-Learning
27 stars15 forksJupyter NotebookAdded February 4, 2026
summary
This repository develops machine learning methods to predict adverse drug reactions (ADRs) using databases like SIDER and OFFSIDES. It provides tools and models that can be utilized in the drug discovery process to enhance safety and efficacy assessments.
description
The objective of this work is to develop machine learning (ML) methods that can accurately predict adverse drug reactions (ADRs) using the databases SIDER and OFFSIDES.
topics
machine-learningadverse-drug-reactionrdkitscikit-learnxgboostimbalanced-learning
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