Author

Sundareswari Thiyagarajan

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Gurpreet SinghiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

BioengineeringbioRxivPreprintOct 25, 2025

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

proteomicsmachine learning (classical)

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