Author

Swalpa Kumar Roy

Government of West BengalORCID 0000-0002-6580-3977Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Deepak Kumar JainiD· 1 shared Jiahui GuaniD· 1 shared Tianyang WangiD· 1 shared Wentao WangiD· 1 shared Yilun ZhangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Deepak Kumar JainORCID

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1 paper

Recent·Most cited

MocFormer: A Two-Stage Pre-training-Driven Transformer for Drug-Target Interactions Prediction

Yilun Zhang, Wentao Wang, Jiahui Guan, Deepak Kumar Jain, Tianyang Wang, Swalpa Kumar Roy

The paper introduces MocFormer, a two-stage pre-training framework for drug-target interactions prediction, showing improved accuracy and AUC over existing methods.

International Journal of Computational Intelligence Systems · Jun 26, 2024Peer-reviewedBioinformatics