Author

Suman Kalyan

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· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Sujay KumariD· 1 shared Yassir BenhammouiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Sujay KumarORCID

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1 paper

Recent·Most cited

Federated Learning for ICU Mortality Prediction: Balancing Accuracy and Privacy in a Multi-Hospital Setting

Yassir Benhammou, Suman Kalyan, Sujay Kumar

This study develops a federated learning framework for ICU mortality prediction, showing improved accuracy and privacy compared to local models using multi-hospital data.

International Conference on Federated Learning and Intelligent Computing Systems (FLICS) · Jun 1, 2026Peer-reviewedBioinformatics