Author

J. I. Lim

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

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Bioengineering· 1

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Approach:benchmark study· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. C. Thampson· 1 shared M. N. Alam· 1 shared S. Gholami· 1 shared S. S. Y. Ong· 1 shared T. Leng· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

A. C. Thampson

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1 paper

Recent·Most cited

Federated learning for diagnosis of age-related macular degeneration

S. Gholami, J. I. Lim, T. Leng, S. S. Y. Ong, A. C. Thampson, M. N. Alam

This paper develops a federated learning approach for AMD diagnosis using OCT images, showing that adaptive personalization FL achieves high performance with decentralized data.

bioRxiv · Jul 6, 2023 · PreprintBioengineering