Author

Sahasra Ranjan

Indian Institute of Technology Bombay

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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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:protein sequence· 2 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexander KrolliD· 2 shared Martin J. LercheriD· 2 shared Martin K. M. EngqvistiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Alexander KrollORCID

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2 papers

Recent·Most cited

Drug-target interaction prediction using a multi-modal transformer network demonstrates high generalizability to unseen proteins

Alexander Kroll, Sahasra Ranjan, Martin J. Lercher

ProSmith predicts drug-target interactions using a multi-modal Transformer Network, showing better generalization and performance than previous models.

bioRxiv · Aug 21, 2023 · PreprintBioinformatics

The substrate scopes of enzymes: a general prediction model based on machine and deep learning

Alexander Kroll, Sahasra Ranjan, Martin K. M. Engqvist, Martin J. Lercher

This paper introduces ESP, a machine learning model predicting enzyme-substrate pairs with over 90% accuracy, outperforming existing models for specific enzyme families.

bioRxiv · May 24, 2022 · PreprintBioinformatics