BioengineeringbioRxivPreprint
The Multiple Approaches for Drug-Drug Interaction Extraction using Machine learning and transformer based Model
Gurpreet Singh, Sundareswari Thiyagarajan
This paper proposes a machine learning model for Drug-Drug Interaction (DDI) extraction using TF-IDF, Random Forest, Gradient Boosting, SVM, and BioBERT to predict interactions and side effects from text data.
DOI 10.1101/2025.10.25.684550