Author

Rohul Amin

Bangladesh Army University of Science and Technology, KhulnaORCID 0009-0008-0275-7863Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

M. Yunus Rana· 1 shared Sumya Aktar· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperDevelopmental Biology

M. Yunus Rana

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1 paper

Recent·Most cited

Developmental BiologybioRxivPreprintMar 8, 2026

Distribution-Aware Federated Learning for Diabetes Prediction Using Tabular Clinical Data Under Non-IID and Class-Imbalanced Settings

Rohul Amin, M. Yunus Rana, Sumya Aktar

This paper introduces DA-FL, a federated learning method that improves diabetes prediction in non-IID and class-imbalanced settings by incorporating class distribution awareness.

DOI 10.64898/2026.03.05.709751

electronic health recordsstatistical model

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